2025

Peeters, Ralph ORCID: 0000-0003-3174-2616 ; Steiner, Aaron ; Bizer, Christian ORCID: 0000-0003-2367-0237 Entity matching using large language models. OpenProceedings 2, Experiments & Analyses Track 529-541 In: Proceedings 28th International Conference on Extending Database Technology (EDBT 2025), Barcelona, Spain, March 25-March 28 (2025) Konstanz EDBT 2025, 28th International Conference on Extending Database Technology (Barcelona, Spain) [Conference or workshop publication]

2024

Iana, Andreea ORCID: 0000-0002-7248-7503 ; Alam, Mehwish ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2024) A survey on knowledge-aware news recommender systems. Semantic Web Amsterdam 15 1 21-82 [Article]

Meilicke, Christian ORCID: 0000-0002-0198-5396 ; Chekol, Melisachew Wudage ; Betz, Patrick ; Fink, Manuel ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2024) Anytime bottom-up rule learning for large-scale knowledge graph completion. The VLDB Journal Berlin ; Heidelberg 33 1 131-161 [Article]

Koch-Bayram, Irmela ORCID: 0000-0002-8924-1235 ; Kaibel, Chris ORCID: 0000-0003-2123-9232 (2024) Algorithms in personnel selection, applicants' attributions about organizations' intents and organizational attractiveness: An experimental study. Human Resource Management Journal Oxford [u.a.] 34 3 733-752 [Article]

Marton, Sascha ORCID: 0000-0001-8151-9223 ; Lüdtke, Stefan ; Bartelt, Christian ; Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2024) Explaining neural networks without access to training data. Machine Learning Dordrecht [u.a.] 113 6 3633-3652 [Article]

Marton, Sascha ORCID: 0000-0001-8151-9223 ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 GradTree: Learning axis-aligned decision trees with gradient descent. Wooldridge, Michael ; Dy, Jennifer ; Natarajan, Sriraam 38, No. 13 14323-14331 In: Proceedings of the 38th AAAI Conference on Artificial Intelligence (2024) Washington, DC The 38th Annual AAAI Conference on Artificial Intelligence (Vancouver, Canada) [Conference or workshop publication]

Marton, Sascha ORCID: 0000-0001-8151-9223 ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 GRANDE: Gradient-Based Decision Tree Ensembles for tabular data. 1-27 In: International Conference on Learning Representations (2024) TheTwelfth International Conference on Learning Representations, ICLR 2024 (Wien, Austria) [Conference or workshop publication]

Cohausz, Lea ; Kappenberger, Jakob ORCID: 0000-0003-1290-0199 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 What fairness metrics can really tell you: A case study in the educational domain. 792-799 In: LAK'24: Proceedings of the 14th Learning Analytics and Knowledge Conference (2024) Kyoto, Japan LAK 2024 (Kyoto, Japan) [Conference or workshop publication]

Wenz, Alexander ; Keusch, Florian ORCID: 0000-0003-1002-4092 ; Bach, Ruben L. ORCID: 0000-0001-5690-2829 (2024) Measuring smartphone use: survey versus digital behavioral data. Social Science Computer Review : SSCORE Thousand Oaks, Calif. [u.a.] tba tba 1-20 [Article]

Kappenberger, Jakob ORCID: 0000-0003-1290-0199 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2024) A framework for human-centered AI-based public policies. Régis, Catherine ; Denis, Jean-Louis ; Axente, Maria Luciana ; Kishimoto, Atsuo Human-centered AI: A multidisciplinary perspective for policy-makers, auditors, and users Boca Raton 287-303 [Book chapter]

Spreitzenbarth, Jan ORCID: 0000-0002-8282-047X ; Bode, Christoph ORCID: 0000-0001-5006-5804 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2024) Artificial intelligence and machine learning in purchasing and supply management: A mixed-methods review of the state-of-the-art in literature and practice. Journal of Purchasing and Supply Management Amsterdam 30 1 , Article 100896 1-21 [Article]

Schmidt, Thomas ORCID: 0000-0003-3620-3355 ; Kamlah, Jan ORCID: 0000-0002-0417-7562 ; Weil, Stefan ORCID: 0000-0002-0524-9898 (2024) Reichsanzeiger-GT : an OCR ground truth dataset based on the historical newspaper “Deutscher Reichsanzeiger und Preußischer Staatsanzeiger” (German Imperial Gazette and Prussian Official Gazette) (1819–1945). Data in Brief Amsterdam [u.a.] 54 Article 110274 1-7 [Article]

Soufi, Yasid (2024) Leveraging data science for marketing-finance. Mannheim [Doctoral dissertation]

Kessel, Marcus ; Atkinson, Colin ORCID: 0000-0002-3164-5595 (2024) Promoting open science in test-driven software experiments. The Journal of Systems and Software : JSS Amsterdam [u.a.] 212 Article 111971 1-20 [Article]

Marton, Sascha ORCID: 0000-0001-8151-9223 ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 GradTree: Learning axis-aligned decision trees with gradient descent. (2024) The 38th Annual AAAI Conference on Artificial Intelligence (Vancouver, Canada) [Conference presentation]

Betz, Patrick ; Galarraga, Luis ; Ott, Simon ; Meilicke, Christian ORCID: 0000-0002-0198-5396 ; Suchanek, Fabian M. ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 PyClause - Simple and efficient rule handling for knowledge graphs. tba tba 1-3 In: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence Demo Track : Jeju, 03-09 August 2024 (2024) Jeju, South Korea IJCAI 2024, 33rd International Joint Conference on Artificial Intelligence (Jeju, South Korea) [Conference or workshop publication]

Gastinger, Julia ; Meilicke, Christian ORCID: 0000-0002-0198-5396 ; Errica, Federico ; Sztyler, Timo ; Schuelke, Anett ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 History repeats itself: A Baseline for Temporal Knowledge Graph Forecasting. tba tba In: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence Demo Track : Jeju, 03-09 August 2024 (2024) Jeju, South Korea IJCAI 2024, 33rd International Joint Conference on Artificial Intelligence (Jeju, South Korea) [Conference or workshop publication]

Abb, Luka ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 (2024) Process-related user interaction logs: State of the art, reference model, and object-centric implementation. Information Systems : IS Amsterdam 124 Article 102386 1-16 [Article]

Weil, Stefan ORCID: 0000-0002-0524-9898 ; Kamlah, Jan ORCID: 0000-0002-0417-7562 ; Schmidt, Thomas ORCID: 0000-0003-3620-3355 (2024) Abschlussbericht zu DFG-Projekt "Workflow für werkspezifisches Training auf Basis generischer Modelle mit OCR-D sowie Ground-Truth-Aufwertung". Mannheim [Report]

Motta, Massimo ; Peitz, Martin (2024) Denial of interoperability and future first-party entry. International Journal of Industrial Organization Amsterdam [u.a.] tba Article 103070 1-18 [Article]

Kessel, Marcus ; Atkinson, Colin ORCID: 0000-0002-3164-5595 (2024) Code search engines for the next generation. The Journal of Systems and Software : JSS Amsterdam [u.a.] 215 Article 112065 1-25 [Article]

Rebmann, Adrian ; Aa, Han van der ORCID: 0000-0002-4200-4937 (2024) Recognizing task-level events from user interaction data. Information Systems : IS Amsterdam 124 Article 102404 1-15 [Article]

Peeters, Ralph ORCID: 0000-0003-3174-2616 ; Brinkmann, Alexander ORCID: 0000-0002-9379-2048 ; Bizer, Christian ORCID: 0000-0003-2367-0237 The Web Data Commons Schema.org Table Corpora. Chua, Tat-Seng ; Ngo, Chong-Wah 1079-1082 In: WWW '24 companion : companion proceedings of the ACM Web Conference 2024 (2024) New York, NY, United States WWW '24: The ACM Web Conference 2024 (Singapore, Singapore) [Conference or workshop publication]

Behrendt, Svenja ORCID: 0000-0002-9433-5703 Smartes Entscheiden in Konstellationen der Triage. Ruschemeier, Hannah ; Steinrötter, Björn Datenrecht und neue Technologien 8 135-160 In: Der Einsatz von KI & Robotik in der Medizin : interdisziplinäre Fragen (2024) Baden-Baden 5. RAILS Konferenz: Einsatz von künstlicher Intelligenz und Robotik in der Medizin: interdisziplinäre Fragen (Berlin, Germany) [Conference or workshop publication]

Rana, Ashish ; Oesterle, Michael ; Brinkmann, Jannik GOV-REK: Governed Reward Engineering Kernels for designing robust multi-agent reinforcement learning systems. Dastani, Mehdi ; Sichman, Jaime Simão 2429-2431 In: AAMAS '24: proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems (2024) Richland, SC AAMAS '23: International Conference on Autonomous Agents and Multiagent Systems (Auckland, New Zealand) [Conference or workshop publication]

Brinkmann, Alexander ORCID: 0000-0002-9379-2048 ; Shraga, Roee ; Bizer, Christian SC-block: Supervised contrastive blocking within entity resolution pipelines. Meroño Peñuela, Albert ; Dimou, Anastasia ; Troncy, Raphaël ; Hartig, Olaf ; Acosta, Maribel ; Alam, Mehwish ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Lisena, Pasquale Lecture Notes in Computer Science 14664 121-142 In: The Semantic Web : 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26–30, 2024, Proceedings, Part I (2024) Berlin [u.a.] ESWC 2024, Extended Semantic Web Conference (Hersonissos, Crete, Greece) [Conference or workshop publication]

Simson, Jan ORCID: 0000-0002-9406-7761 ; Fabris, Alessandro ORCID: 0000-0001-6108-9940 ; Kern, Christoph ORCID: 0000-0001-7363-4299 Lazy data practices harm fairness research. 642-659 In: FAccT '24, The 2024 ACM Conference on Fairness, Accountability, and Transparency, Rio de Janeiro Brazil, June 3-6, 2024 (2024) New York, NY The 2024 ACM Conference on Fairness, Accountability, and Transparency (FAccT '24) (Rio de Janeireo, Brazil) [Conference or workshop publication]

Simson, Jan ORCID: 0000-0002-9406-7761 ; Pfisterer, Florian ORCID: 0000-0001-8867-762X ; Kern, Christoph ORCID: 0000-0001-7363-4299 One model many scores: Using multiverse analysis to prevent fairness hacking and evaluate the influence of model design decisions. 1305-1320 In: FAccT '24, The 2024 ACM Conference on Fairness, Accountability, and Transparency, Rio de Janeiro Brazil, June 3-6, 2024 (2024) New York, NY The 2024 ACM Conference on Fairness, Accountability, and Transparency (FAccT '24) (Rio de Janeireo, Brazil) [Conference or workshop publication]

Heist, Nicolas ORCID: 0000-0002-4354-9138 (2024) Exploiting semi-structured information in Wikipedia for knowledge graph construction. Mannheim [Doctoral dissertation]

Nechakhin, Vladyslav ; D’Souza, Jennifer ; Eger, Steffen (2024) Evaluating large language models for structured science summarization in the open research knowledge graph. Information Basel 15 6, Article 328 1-19 [Article]

Rebmann, Adrian Gianluca (2024) Semantics-aware event data transformation for process mining. Mannheim [Doctoral dissertation]

Kolthoff, Kristian ; Kretzer, Felix ; Bartelt, Christian ; Maedche, Alexander ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 Interlinking user stories and GUI prototyping: A semi-automatic LLM-based approach. 1-9 In: 2024 IEEE 32nd International Requirements Engineering Conference (RE) (2024) Reykjavik, Iceland 32nd IEEE International Requirements Engineering 2024 Conference (Reykjavik, Iceland) [Conference or workshop publication]

Kobiella, Charlotte ; Flores López, Yarhy Said ; Waltenberger, Franz ; Draxler, Fiona ; Schmidt, Albrecht "If the machine is as good as me, then what use am I?" – How the use of ChatGPT changes young professionals' perception of productivity and accomplishment. Mueller, Florian Floyd ; Kyburz, Penny ; Williamson, Julie R. ; Sas, Corina ; Wilson, Max L. ; Toups Dugas, Phoebe ; Shklovski, Irina Article No.: 1018 1-16 In: CHI '24: Proceedings of the CHI Conference on Human Factors in Computing Systems (2024) New York, NY CHI '24: CHI Conference on Human Factors in Computing Systems (Honolulu, HI) [Conference or workshop publication]

Spreitzenbarth, Jan Martin ORCID: 0000-0002-8282-047X (2024) Value of artificial intelligence in purchasing and supply management. Mannheim [Doctoral dissertation]

Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Nitschke, Paul ; Kirchdorfer, Lukas ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Enabling mixed effects neural networks for diverse, clustered data using Monte Carlo methods. tba tba In: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence: Jeju, 03-09 August 2024 (2024) Jeju, South Korea IJCAI 2024, 33rd International Joint Conference on Artificial Intelligence (Jeju, South Korea) [Conference or workshop publication]

Szafran, Daria ; Bach, Ruben L. ORCID: 0000-0001-5690-2829 (2024) “The human must remain the central focus”: Subjective fairness perceptions in automated decision-making. Minds and Machines Dordrecht [u.a.] 34 Article Number: 24 1-37 [Article]

Oesterle, Michael ; Grams, Tim ; Bartelt, Christian DRAMA at the PettingZoo: Dynamically restricted action spaces for multi-agent reinforcement learning frameworks. Bui, Tung X. 7810-7819 In: Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024, Hilton Hawaiian Village Waikiki Beach Resort, Hawaii, USA, January 3-6, 2024 (2024) Honolulu, HI HICSS 2024, 57th Hawaii International Conference on System Sciences (Honolulu, HI) [Conference or workshop publication]

Oesterle, Michael ; Grams, Tim ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 RAISE the bar: Restriction of action spaces for improved social welfare and equity in traffic management. Dastani, Mehdi ; Sichman, Jaime Simão ; Alechina, Natasha ; Dignum, Virginia 1492-1500 In: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems (2024) Richland, SC AAMAS '23: International Conference on Autonomous Agents and Multiagent Systems (Auckland, New Zealand) [Conference or workshop publication]

Wilken, Nils ORCID: 0000-0003-1336-245X ; Cohausz, Lea ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Fact Probability Vector Based Goal Recognition. Frontiers in Artificial Intelligence and Applications 392 4254-4261 In: 27th European Conference on Artificial Intelligence, 19–24 October 2024, Santiago de Compostela, Spain – Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024) (2024) Amsterdam [u.a.] 27th European Conference on Artificial Intelligence (Santiago de Compostela, Spain) [Conference or workshop publication]

Cavichioli Gomes Almeida, Luciana Maria ; Münzer, Stefan ; Kühl, Tim (2024) More personal, but not better: The personalization effect in learning neutral and aversive health information. Journal of Computer Assisted Learning Oxford tba tba 1-13 [Article]

Betz, Patrick ; Lüdtke, Stefan ; Meilicke, Christian ORCID: 0000-0002-0198-5396 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Rule Confidence Aggregation for Knowledge Graph Completion. Kirrane, Sabrina ; Šimkus, Mantas ; Soylu, Ahmet ; Roman, Dumitru Lecture Notes in Computer Science 15183 p. 1 In: Rules and reasoning : 8th International Joint Conferrence, RuleML+RR 2024, Rucharest, Romania, September 16-18, 2024, Proceedings (2024) Berlin [u.a.] RuleML+RR 2024 (Bucharest, Romania) [Conference or workshop publication]

Cabrol, Axel ; Drobetz, Wolfgang ; Otto, Tizian ; Puhan, Tatjana Xenia (2024) Predicting corporate bond illiquidity via machine learning. Financial Analysts' Journal : FAJ Philadelphia, PA ; Abingdon 80 3 103-127 [Article]

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2024) The RDF2vec family of knowledge graph embedding methods : An experimental evaluation of RDF2vec variants and their capabilitie. Semantic Web Amsterdam 15 3 845-876 [Article]

Hubert, Nicolas ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Brun, Armelle ; Monticolo, Davy Do similar entities have similar embeddings? Albert, Meroño Peñuela ; Dimou, Anastasia ; Troncy, Raphaël ; Hartig, Olaf ; Acosta, Maribel ; Alam, Mehwish ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Lisena, Pasquale Lecture Notes in Computer Science 14664 3-21 In: The Semantic Web : 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings. Part I (2024) Berlin [u.a.] ESWC 2024, Extended Semantic Web Conference (Hersonissos, Crete, Greece) [Conference or workshop publication]

Sousa, Rita T. ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Integrating heterogeneous gene expression data through knowledge graphs for improving diabetes prediction. Hasnain, Ali ; Tirado, Alba Morales ; Dumontier, Michel ; Rebholz-Schuhmann, Dietrich CEUR Workshop Proceedings 3726 1-11 In: SeWeBMeDa 2024 : Proceedings of the 7th Workshop on Semantic Web solutions for large-scale biomedical data analytics co-located with the ESWC 2024: Extended Semantic Web Conference (ESWC 2024) (2024) Aachen, Germany Workshop on Semantic Web solutions for large-scale biomedical data analytics (Heraklion) [Conference or workshop publication]

Iana, Andreea ORCID: 0000-0002-7248-7503 ; Glavaš, Goran ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 MIND your language: A multilingual dataset for cross-lingual news recommendation. Yang, Grace Hui ; Wang, Hongning ; Han, Sam ; Hauff, Claudia ; Zuccon, Guido ; Zhang, Yi 553-563 In: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024 (2024) New York SIGIR '24, 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (Washington, DC) [Conference or workshop publication]

Karvonen, Adam ; Wright, Benjamin ; Rager, Can ; Angell, Rico ; Brinkmann, Jannik ; Smith, Logan Riggs ; Verdun, Claudio Mayrink ; Bau, David ; Marks, Samuel Measuring progress in dictionary learning for language model interpretability with board game models. 1-17 In: ICML 2024 Workshop on Mechanistic Interpretability (2024) ICML 2024 Workshop on Mechanistic Interpretability (Wien, Austria) [Conference or workshop publication]

Keil, Mareike Victoria ORCID: 0009-0008-8326-4103 AI-supported UI design for enhanced development of neurodiverse-friendly IT-systems. 1-10 In: NordDesign 2024. Proceedings (2024) NordDesign 2024 (Reykjavik, Iceland) [Conference or workshop publication]

Hertling, Sven ORCID: 0000-0003-0333-5888 (2024) Knowledge graph : generation and integration at scale. Mannheim [Doctoral dissertation]

Rossenova, Lozana ; Shigapov, Renat ORCID: 0000-0002-0331-2558 ; Schubotz, Moritz ; Limani, Fidan ; Zapilko, Benjamin ; Förstner, Konrad U. (2024) KGI4NFDI - Knowledge Graph Infrastructure for the German National Research Data Infrastructure. Meyrin [Report]

Rossenova, Lozana ; Shigapov, Renat ORCID: 0000-0002-0331-2558 ; Schubotz, Moritz ; Förstner, Konrad Facilitating creation, (re)use and interoperability of Knowledge Graphs in NFDI: perspectives from NFDI4Culture to Base4NFDI and beyond. (2024) the Second NFDI Berlin-Brandenburg network meeting: 'Ontologies and Knowledge Graphs' (Berlin, Germany) [Conference presentation]

Reinig, Ines ; Becker, Maria ; Rehbein, Ines ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 A survey on modelling morality for text analysis. Ku, Lun-Wei ; Martins, Andre ; Srikumar, Vivek 4136-4155 In: Findings of the Association for Computational Linguistics ACL 2024, 62nd annual meeting of the Association for Computational Linguistics (ACL 2024) : Proceedings of the conference, August 11-16, 2024 (2024) Kerrville, TX The 62nd Annual Meeting of the Association for Computational Linguistics 2024 (Bangkok, Thailand) [Conference or workshop publication]

Rehbein, Ines ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 A new resource and baselines for opinion role labelling in German parliamentary debates. Fišer, Darja ; Eskevich, Maria ; Bordon, David 163-170 In: ParlaCLARIN IV : workshop on Creatign, Analysing, and Increasing Accessibility of Parliamentary Corpora : LREC-COLING 2024 (2024) Torino, Italia ParlaCLARIN IV Workshop on Creating, Analysing, and Increasing Accessibility of Parliamentary Corpora @ LREC-COLING 2024 (Torino, Italy) [Conference or workshop publication]

Reinig, Ines ; Rehbein, Ines ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 How to do politics with words: Investigating speech acts in parliamentary debates. Calzolari, Nicoletta ; Kan, Min-Yen ; Hoste, Veronique ; Lenci, Alessandro ; Sakti, Sakriani ; Xue, Nianwen 8287-8300 In: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) : main conference proceedings, 20-25 May, 2024, Torino, Italia (2024) Torino, Italia LREC @ Coling 2024 (Torino, Italy) [Conference or workshop publication]

Rehbein, Ines ; Ruppenhofer, Josef ; Brunner, Annelen ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 Out of the mouths of MPs: Speaker attribution in parliamentary debates. Calzolari, Nicoletta ; Kan, Min-Yen ; Hoste, Veronique ; Lenci, Alessandro ; Sakti, Sakriani ; Xue, Nianwen 12553-12563 In: The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) : main conference proceedings, 20-25 May, 2024, Torino, Italia (2024) Torino, Italia LREC @ Coling 2024 (Torino, Italy) [Conference or workshop publication]

Krieger, Ulrich ; Shigapov, Renat ORCID: 0000-0002-0331-2558 Die BERD@NFDI Plattform: Eine Forschungsinfrastruktur für unstrukturierte Daten in den Sozialwissenschaften. (2024) 112. BiblioCon 2024 (Hamburg, Germany) [Conference presentation]

Kern, Christoph ORCID: 0000-0001-7363-4299 ; Bach, Ruben L. ORCID: 0000-0001-5690-2829 ; Mautner, Hannah ; Kreuter, Frauke ORCID: 0000-0002-7339-2645 (2024) When small decisions have big impact: fairness implications of algorithmic profiling schemes. ACM Journal on Responsible Computing New York, NJ tba tba 1-29 [Article]

Brinkmann, Alexander ORCID: 0000-0002-9379-2048 ; Baumann, Nick ; Bizer, Christian ORCID: 0000-0003-2367-0237 Using LLMs for the extraction and normalization of product attribute values. Tekli, Joe ; Gamper, Johann ; Chbeir, Richard ; Manolopoulos, Yannis Lecture Notes in Computer Science 14918 217-230 In: Advances in databases and information systems : 28th European Conference, ADBIS 2024, Bayonne, France, August 28-31, 2024 ; Proceedings (2024) Berlin [u.a.] 28th European Conference on Advances in Databases and Information Systems (ADBIS 2024) (Bayonne, France) [Conference or workshop publication]

Kolthoff, Kristian ; Bartelt, Christian ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Schneider, Kurt Self-elicitation of requirements with automated GUI prototyping. Filkov, Vladimir ; Ray, Baishakhi ; Zhou, Minghui 2354-2357 In: Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering : ASE 2024 : October 28 - November 1, 2024, Sacramento, California, USA (2024) Sacramento, CA, USA 39th IEEE/ACM International Conference on Automated Software Engineering (ASE 2024) (Sacramento, CA) [Conference or workshop publication]

Schlechtinger, Michael ORCID: 0000-0002-4181-3900 ; Kosack, Damaris ; Krause, Franz ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 By fair means or foul: Quantifying collusion in a market simulation with deep reinforcement learning. Larson, Kate 485-493 In: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI-24 : main track (2024) Darmstadt ; Vienna IJCAI 2024, the 33rd International Joint Conferences on Artificial Intelligence (Jeju, South Korea) [Conference or workshop publication]

Fischer-Abaigar, Unai ; Kern, Christoph ORCID: 0000-0001-7363-4299 ; Barda, Noam ; Kreuter, Frauke ORCID: 0000-0002-7339-2645 (2024) Bridging the gap: Towards an expanded toolkit for AI-driven decision-making in the public sector. Government Information Quarterly New York, NY ; Amsterdam 41 4, article 101976 1-22 [Article]

Clemm von Hohenberg, Bernhard ; Stier, Sebastian ; Cardenal, Ana S. ; Guess, Andrew M. ; Menchen-Trevino, Ericka ; Wojcieszak, Magdalena (2024) Analysis of web browsing data: a guide. Social Science Computer Review : SSCORE Thousand Oaks, Calif. [u.a.] tba tba 1-26 [Article]

Schlechtinger, Michael ORCID: 0000-0002-4181-3900 (2024) Investigating, predicting, and mitigating collusive behavior in deep reinforcement learning-based pricing AIs. Mannheim [Doctoral dissertation]

Schleiss, Johannes ; Egloffstein, Marc ORCID: 0000-0002-2377-7889 ; Mah, Dana-Kristin Künstliche Intelligenz und Bildung in Deutschland: Erkenntnisse aus dem KI-Bildung Workshop 2024. Kiesler, Natalie ; Schulz, Sandra 137-145 In: Workshopband der 22. Fachtagung Bildungstechnologien (DELFI) : 9.-11. September 2024, Fulda, Deutschland (2024) Bonn 22. Fachtagung Bildungstechnologien (DELFI) (Fulda, Germany) [Conference or workshop publication]

Heil, Joana ORCID: 0000-0001-5069-0781 ; Delcker, Jan ORCID: 0000-0002-0113-4970 ; Ifenthaler, Dirk ORCID: 0000-0002-2446-6548 ; Seufert, Sabine ; Spirgi, Lukas (2024) KI-Kompetenz zu Studienbeginn als Prädiktor für die Nutzung von KI-Werkzeugen zur Unterstützung von Lernprozessen. Informatik-Spektrum Berlin [u.a.] tba tba 1-9 [Article]

Krause, Franz ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Kiesling, Elmar ; Kurniawan, Kabul ; Leva, Maria Chiara ; Estrada-Lugo, Hector Diego ; Stübl, Gernot ; Üre, Nazim Kemal ; Dominguez-Ledo, Javier ; Khan, Maqbool ; Demolder, Pedro ; Gaux, Hans ; Heinzl, Bernhard ; Hoch, Thomas ; Martinez-Gil, Jorge ; Silvina, Agastya ; Moser, Bernhard A. (2024) Managing human-AI collaborations within Industry 5.0 scenarios via knowledge graphs: key challenges and lessons learned. Frontiers in Artificial Intelligence Lausanne 7 tba 1-20 [Article]

Iana, Andreea ORCID: 0000-0002-7248-7503 ; Glavaš, Goran ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Train once, use flexibly: A modular framework for multi-aspect neural news recommendation. Al-Onaizan, Yaser ; Bansal, Mohit ; Chen, Yun-Nung 9555-9571 In: Findings of EMNLP 2024 : The 2024 Conference on Empirical Methods in Natural Language Processing : November 12-16, 2024 (2024) Miami, Florida, USA EMNLP 2024, The 2024 Conference on Empirical Methods in Natural Language Processing (Miami, FL) [Conference or workshop publication]

Litschko, Robert Manfred (2024) Resource-lean transfer methods for cross-lingual information retrieval. Mannheim [Doctoral dissertation]

2023

Kolthoff, Kristian ; Bartelt, Christian ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 (2023) Correction to: Data-driven prototyping via natural- language-based GUI retrieval. Automated Software Engineering Dordrecht 30 1, Article 15 1-2 [Article]

Schäfer, Bernhard ORCID: 0000-0003-4364-0086 ; Aa, Han van der ORCID: 0000-0002-4200-4937 ; Leopold, Henrik ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2023) Sketch2Process: End-to-end BPMN Sketch Recognition Based on Neural Networks. IEEE Transactions on Software Engineering Piscataway, NJ [u.a.] 49 4 2621-2641 [Article]

Spreitzenbarth, Jan ORCID: 0000-0002-8282-047X ; Bode, Christoph ORCID: 0000-0001-5006-5804 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Designing an AI-enabled bundling generator in an automotive case study. Bui, Tung X. 4495-4504 In: Proceedings of the 56th Annual Hawaii International Conference on System Sciences (2023) Honolulu, HI HICCS 2023, Hawaii International Conference on System Sciences (Maui, HI) [Conference or workshop publication]

Popko, Maximilian ; Bader, Sebastian ; Lüdtke, Stefan ; Kirste, Thomas Discovering behavioural predispositions in data to improve human activity recognition. Aehnelt, Mario ; Kirste, Thomas 1-7 In: iWOAR '22: Proceedings of the 7th International Workshop on Sensor-Based Activity Recognition and Artificial Intelligence : September 19-20, 2022, Rostock, Germany (2023) New York, NY, USA iWOAR 2022 (Rostock, Germany) [Conference or workshop publication]

Ludwig, Katharina ; Grote, Alexander ; Iana, Andreea ORCID: 0000-0002-7248-7503 ; Alam, Mehwish ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Sack, Harald ; Weinhardt, Christof ; Müller, Philipp ORCID: 0000-0002-5351-0608 (2023) Divided by the algorithm? The (limited) effects of content- and sentiment-based news recommendation on affective, ideological, and perceived polarization. Social Science Computer Review : SSCORE Thousand Oaks, Calif. [u.a.] 41 6 2188-2210 [Article]

Schreckenberger, Christian ORCID: 0000-0002-1229-4945 ; He, Yi ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Online random feature forests for learning in varying feature spaces. Williams, Brian ; Chen, Yiling ; Neville, Jennifer 4587-4595 In: Proceedings of the 37th AAAI Conference on Artificial Intelligence. Vol. 4 (2023) Washington, DC AAAI-23 (Washington, DC) [Conference or workshop publication]

Wenz, Alexander ; Keusch, Florian ORCID: 0000-0003-1002-4092 (2023) The second-level smartphone divide: A typology of smartphone use based on frequency of use, skills, and types of activities. Mobile Media & Communication London [u.a.] 11 3 459-483 [Article]

Shigapov, Renat ORCID: 0000-0002-0331-2558 Knowledge graphs for interoperable NFDI: Digital editions. (2023) Text+ FAIR February Meetup - Let's talk FAIR Digital Editions (Online) [Conference presentation]

Kessel, Marcus (2023) LASSO – an observatorium for the dynamic selection, analysis and comparison of software. Mannheim [Doctoral dissertation]

Heck, Melanie ORCID: 0000-0002-9601-0064 (2023) Presentation adaptation for multimodal interface systems: Three essays on the effectiveness of user-centric content and modality adaptation. Mannheim [Doctoral dissertation]

Kolthoff, Kristian ; Bartelt, Christian ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 (2023) Data-driven prototyping via natural-language-based GUI retrieval. Automated Software Engineering Dordrecht 30 1, Article 13 1-34 [Article]

Brinkmann, Alexander ORCID: 0000-0002-9379-2048 ; Primpeli, Anna ORCID: 0000-0002-1783-2482 ; Bizer, Christian ORCID: 0000-0003-2367-0237 The Web Data Commons Schema.Org Data Set Series. Ding, Ying ; Tang, Jie ; Sequeda, Juan 136-139 In: The ACM Web Conference : Companion of the World Wide Web Conference WWW 2023 (2023) New York, NY ACM Web Conference 2023 (Austin, TX) [Conference or workshop publication]

Brinkmann, Alexander ORCID: 0000-0002-9379-2048 Neural data search for table augmentation. Fletcher, George ; Kantere, Verena CEUR Workshop Proceedings 3379 1-4 In: Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference, Ioannina, Greece, March, 28, 2023 (2023) Aachen, Germany EDBT/ICDT Workshops 2023 (Ioannina, Greece) [Conference or workshop publication]

Neunhoeffer, Marcel ORCID: 0000-0002-9137-5785 (2023) Generative adversarial nets for social scientists. Mannheim [Doctoral dissertation]

Sola, Diana ORCID: 0000-0001-5688-1730 ; Warmuth, Christian ; Schäfer, Bernhard ORCID: 0000-0003-4364-0086 ; Badakhshan, Peyman ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Kampik, Timotheus SAP Signavio Academic Models: A large process model dataset. Montali, Marco ; Senderovich, Arik ; Weidlich, Matthias Lecture Notes in Business Information Processing : LNBIP 468 453-465 In: Process Mining Workshops : ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers (2023) Berlin [u.a.] ICPM 2022, 4th International Conference on Process Mining, Workshops (Bolzano, Italy) [Conference or workshop publication]

Klamm, Christopher ; Rehbein, Ines ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 Our kind of people? Detecting populist references in political debates. Moschitti, Alessandro 1227-1243 In: Findings of EACL 2023 : The 17th Conference of the European Chapter of the Association for Computational Linguistics (2023) Dubrovnik, Croatia EACL 2023 (Dubrovnik, Croatia) [Conference or workshop publication]

Heist, Nicolas ORCID: 0000-0002-4354-9138 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 NASTyLinker: NIL-aware scalable transformer-based entity linker. Dimou, Anastasia ; Dragoni, Mauro ; Faria, Daniel ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Jiménez-Ruiz, Ernesto ; McCusker, Jamie ; Pesquita, Catia ; Troncy, Raphaël Lecture Notes in Computer Science 13870 174-191 In: The Semantic Web : 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28-June 1, 2023, Proceedings (2023) Berlin [u.a.] ESWC 2023, 20th International Conference (Hersonissos, Crete, Greece) [Conference or workshop publication]

Küster, Steffen ; Haverkamp, Lion ; Schlather, Martin ; Traulsen, Imke (2023) An approach towards a practicable assessment of neonatal piglet body core temperature using automatic object detection based on thermal images. Agriculture Basel 13 4, Article 812 1-17 [Article]

Allan, Andrew L. ; Cuchiero, Christa ; Liu, Chong ; Prömel, David J. ORCID: 0000-0001-7028-7500 (2023) Model-free portfolio theory: A rough path approach. Mathematical Finance Malden, Mass. [u.a.] 33 3 709-765 [Article]

Oesterle, Michael ; Sharon, Guni Socially optimal non-discriminatory restrictions for continuous-action games. Williams, Brian 11638-11646 In: Proceedings of the 37th AAAI Conference of Artificial Intelligence. Vol. 10 (2023) Washington, DC AAAI-23 (Washington, DC) [Conference or workshop publication]

Schäfer, Bernhard (2023) Recognizing hand-drawn diagrams in images. Mannheim [Doctoral dissertation]

Grass, Emilia ; Ortmann, Janosch ; Balcik, Burcu ; Rei, Walter (2023) A machine learning approach to deal with ambiguity in the humanitarian decision-making. Production and Operations Management Hoboken, NJ 32 9 2956-2974 [Article]

Wilken, Nils ORCID: 0000-0003-1336-245X ; Cohausz, Lea ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Planning landmark based goal recognition revisited: Does using initial state landmarks make sense? Seipel, Dietmar ; Steen, Alexander Lecture Notes in Computer Science 14236 231-244 In: KI 2023: Advances in Artificial Intelligence : 46th Conference on AI, Berlin, Germany, September 26-29, 20023, proceedings (2023) Berlin [u.a.] KI 2023, 46th German Conference on Artificial Intelligence (Berlin, Germany) [Conference or workshop publication]

Sola, Diana ORCID: 0000-0001-5688-1730 ; Aa, Han van der ORCID: 0000-0002-4200-4937 ; Meilicke, Christian ORCID: 0000-0002-0198-5396 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Activity recommendation for business process modeling with pre-trained language models. Dimou, Anastasia ; Dragoni, Mauro ; Faria, Daniel ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Jiménez-Ruiz, Ernesto ; McCusker, Jamie ; Pesquita, Catia ; Troncy, Raphaël 316-334 In: The Semantic Web : 20th International Conference, ESWC 2023, Hersonissos, Crete, Greeece, May 28-June 1, 2023. Proceddings (2023) Cham, Switzerland ESWC 2023, 20th International Conference (Hersonissos, Crete, Greece) [Conference or workshop publication]

Busch, Kiran ; Rochlitzer, Alexander ; Sola, Diana ORCID: 0000-0001-5688-1730 ; Leopold, Henrik Just tell me: Prompt engineering in business process management. Bork, Dominik ; Proper, Henderik A. ; Schmidt, Rainer ; Aa, Han van der ORCID: 0000-0002-4200-4937 Lecture Notes in Business Information Processing : LNBIP 479 3-11 In: Enterprise, business-process and information systems modeling : 24th International Conference, BPMDS 2023, and 28th International Conference, EMMSAD 2023, Zaragoza, Spain, June 12-13, 2023, proceedings (2023) Berlin [u.a.] BPMDS 2023 (Zaragoza, Spain) [Conference or workshop publication]

Lukasik, Jovita (2023) Topology Learning for Prediction, Generation, and Robustness in Neural Architecture Search. Mannheim [Doctoral dissertation]

Kobbe, Jonathan ; Hulpus, Ioana ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Effect graph: Effect relation extraction for explanation generation. Dalvi Mishra, Bhavana ; Durett, Greg ; Jansen, Peter ; Ribeiro, Danilo Neves ; Wei, Jason 116-127 In: Proceedings of the 1st Workshop on Natural Language Reasoning and Structured Explanations (NLRSE) (2023) Toronto, Canada 1st Workshop on Natural Language Reasoning and Structured Explanations (Toronto, Canada) [Conference or workshop publication]

Cohausz, Lea ; Tschalzev, Andrej ORCID: 0000-0002-0638-5744 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Investigating the importance of demographic features for EDM-predictions. Feng, Mingyu ; Käser, Tanja ; Talukdar, Partha 125-136 In: Proceedings of the 16th International Conference on Educational Data Mining (2023) Bengaluru, India 16th Educational Data Mining Conference (Bengaluru, India) [Conference or workshop publication]

Kern, Christoph ORCID: 0000-0001-7363-4299 ; Gerdon, Frederic ORCID: 0000-0003-4442-6698 ; Bach, Ruben L. ORCID: 0000-0001-5690-2829 ; Keusch, Florian ORCID: 0000-0003-1002-4092 ; Kreuter, Frauke ORCID: 0000-0002-7339-2645 Humans vs. Machines: Who is Perceived to Decide Fairer? An Experiment about Citizens’ Attitudes. (2023) Hybrid Human-Artificial Intelligence (HHAI) 2023 (München, Germany) [Conference presentation]

Gerdon, Frederic ORCID: 0000-0003-4442-6698 ; Szafran, Daria ; Kappenberger, Jakob ORCID: 0000-0003-1290-0199 ; Bach, Ruben L. ORCID: 0000-0001-5690-2829 ; Kern, Christoph ORCID: 0000-0001-7363-4299 Using survey experiments and agent-based modeling to simulate mobility behavior in smart cities. (2023) European Survey Research Association (ESRA) Conference 2023 (Milano, Italy) [Conference presentation]

Iana, Andreea ORCID: 0000-0002-7248-7503 ; Glavaš, Goran ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Simplifying content-based neural news recommendation: On user modeling and training objectives. Kato, Makoto P. ; Mothe, Josiane ; Poblete, Barbara 2384-2388 In: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '23) (2023) New York, NY, United States SIGIR 2023 (Taipei, Taiwan) [Conference or workshop publication]

Breit, Anna ; Waltersdorfer, Laura ; Ekaputra, Fajar J. ; Sabou, Marta ; Ekelhart, Andreas ; Iana, Andreea ORCID: 0000-0002-7248-7503 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Portisch, Jan ORCID: 0000-0001-5420-0663 ; Revenko, Artem ; Teije, Annette ten ; Harmelen, Frank van (2023) Combining machine learning and semantic web: A systematic mapping study. ACM Computing Surveys : CSUR New York, NY 55 14s, Article 313 1-41 [Article]

Waltersdorfer, Laura ; Breit, Anna ; Ekaputra, Fajar J. ; Sabou, Marta ; Ekelhart, Andreas ; Iana, Andreea ORCID: 0000-0002-7248-7503 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Portisch, Jan ORCID: 0000-0001-5420-0663 ; Revenko, Artem ; Teije, Annette ten ; Harmelen, Frank van (2023) Semantic web machine learning systems: An analysis of system patterns. Hitzler, Pascal ; Sarker, Md Kamruzzaman ; Eberhart, Aaron Compendium of neurosymbolic artificial intelligence Amsterdam 77-99 [Book chapter]

Gerdon, Frederic ORCID: 0000-0003-4442-6698 ; von der Heyde, Leah ; Kreuter, Frauke ORCID: 0000-0002-7339-2645 Using survey experiments to longitudinally study privacy as contextual integrity. (2023) European Survey Research Association (ESRA) Conference 2023 (Milano, Italy) [Conference presentation]

Korini, Keti ; Bizer, Christian ORCID: 0000-0003-2367-0237 Column type annotation using ChatGPT. Bordawekar, Rajesh ; Cappiello, Cinzia ; Efthymiou, Vasilis CEUR Workshop Proceedings 3462 1-12 In: Joint proceedings of workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28 - September 1, 2023, VLDBW 2023 (2023) Aachen, Germany Workshop on Tabular Data Analysis (TaDA) @ VLDB 2023 (Vancouver, Canada) [Conference or workshop publication]

Peeters, Ralph ORCID: 0000-0003-3174-2616 ; Der, Reng Chiz ; Bizer, Christian ORCID: 0000-0003-2367-0237 WDC products: A multi-dimensional entity matching benchmark. Tanca, Letizia ; Luo, Qiong ; Polese, Giuseppe ; Caruccio, Loredana ; Oriol, Xavier ; Firmani, Donatella OpenProceedings 27 22-33 In: Proceedings 27th International Conference on Extending Database Technology (EDBT 2024), Paestum, Italy, March 25 - March 28 (2023) Konstanz International Conference on Extending Database Technology (EDBT 2024) (Paestum, Italy) [Conference or workshop publication]

He, Yi ; Schreckenberger, Christian ORCID: 0000-0002-1229-4945 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 ; Wu, Xindong Towards utilitarian online learning - A review of online algorithms in open feature space. Elkind, Edith 6647-6655 In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (2023) Macao SAR International Joint Conference on Artificial Intelligence (Macao SAR, China) [Conference or workshop publication]

Betz, Patrick ; Lüdtke, Stefan ; Meilicke, Christian ORCID: 0000-0002-0198-5396 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 On the aggregation of rules for knowledge graph completion. (2023) Knowledge and Logical Reasoning in the Era of Data-driven Learning Workshop@ICML 2023 (Honolulu, HI) [Conference presentation]

Ott, Simon ; Betz, Patrick ; Stepanova, Daria ; Gad-Elrab, Mohamed H. ; Meilicke, Christian ORCID: 0000-0002-0198-5396 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Rule-based knowledge graph completion with canonical models. 1971-1981 In: CIKM'23: Proceedings of the 32nd ACM International Conference on Information & Knowledge Management (2023) Birmingham, United Kingdom CIKM '23 (Birmingham, UK) [Conference or workshop publication]

Freudenberg, Alexander ; Vandenplas, Jeremie ; Schlather, Martin ; Pook, Torsten ; Evans, Ross ; Napel, Jan ten (2023) Accelerated matrix-vector multiplications for matrices involving genotype covariates with applications in genomic prediction. Frontiers in Genetics Lausanne 14 Article 1220408 1-9 [Article]

Oesterle, Michael ; Sharon, Guni Socially optimal non-discriminatory restrictions for continuous-action games. Seipel, Dietmar ; Steen, Alexander Lecture Notes in Computer Science 14236 252-256 In: KI 2023: Advances in Artificial Intelligence : 46th German Conference on AI, Berlin, Germany, September 26-29, 2023, Proceedings (2023) Berlin [u.a.] 46th German Conference on AI (Berlin, Germany) [Conference or workshop publication]

Friede, David ; Reimers, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 ; Niepert, Mathias Learning disentangled discrete representations. Koutra, Danai ; Plant, Claudia ; Gomez Rodriguez, Manuel ; Baralis, Elena ; Bonchi, Francesco Lecture Notes in Computer Science 14172 593-609 In: Machine learning and knowledge discovery in databases : research track : European conference, EMCL PKDD 2023, Turin, Italy, september 18-22,2023, proceedings, part IV (2023) Berlin [u.a.] ECML PKDD 2023, European Conference on Machine Learning and Data Mining (Torino, Italy) [Conference or workshop publication]

Peeters, Ralph ORCID: 0000-0003-3174-2616 ; Bizer, Christian ORCID: 0000-0003-2367-0237 Using ChatGPT for Entity Matching. Abelló, Alberto ; Bugiotti, Francesca ; Gamper, Jahnn ; Romero, Oscar ; Vargas Solar, Genoveva ; Vassiliadis, Panos ; Wrembel, Robert ; Zumpano, Ester Communications in Computer and Information Science 1850 221-230 In: New Trends in Database and Information Systems : ADBIS 2023 short papers, doctoral consortium and workshops: AIDMA, DOING, K-Gals, MADEISD, PeRS, Barcelona, Spain, September 4-7, 2023, Proceedings (2023) Cham ADBIS 2023 (Barcelona, Spain) [Conference or workshop publication]

Moch, Alexander Julian (2023) Provable security for lightweight message authentication and encryption. Mannheim [Doctoral dissertation]

Brinkmann, Jannik ; Swoboda, Paul ; Bartelt, Christian A multidimensional analysis of social biases in vision transformers. 4914-4923 In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) (2023) Paris, France 2023 IEEE/CVF International Conference on Computer Vision, ICCV (Paris, France) [Conference or workshop publication]

Grebe, Michael ; Franke, Marc Roman ; Heinzl, Armin (2023) Artificial intelligence: how leading companies define use cases, scale-up utilization, and realize value. Informatik-Spektrum Berlin [u.a.] 46 4 197-209 [Article]

Bach, Ruben L. ORCID: 0000-0001-5690-2829 ; Kern, Christoph ORCID: 0000-0001-7363-4299 ; Mautner, Hannah ; Kreuter, Frauke ORCID: 0000-0002-7339-2645 (2023) The impact of modeling decisions in statistical profiling. Data & Policy Cambridge 5 Article e32 1-19 [Article]

Spreitzenbarth, Jan ORCID: 0000-0002-8282-047X ; Bode, Christoph ORCID: 0000-0001-5006-5804 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2023) Designing an AI purchasing requisition bundling generator. Computers in Industry Amsterdam [u.a.] 155, Article 104043 1-14 [Article]

Egloffstein, Marc ORCID: 0000-0002-2377-7889 ; Kögler, Kristina Design Review von offenen Online-Kursen zum Thema Künstliche Intelligenz. Klein, Maike ; Krupka, Daniel ; Winter, Cornelia ; Wohlgemuth, Volker GI-Edition. Lecture Notes in Informatics. Proceedings 337 409-414 In: INFORMATIK 2023 : designing futures: Zukünfte gestalten (2023) Bonn Informatik Festival 2023, 53. Jahrestagung der Gesellschaft für Informatik (Berlin, Germany) [Conference or workshop publication]

Egloffstein, Marc ; Kuscher, Philipp ; Ifenthaler, Dirk Modularisierung von digitalen Weiterbildungsangeboten für die öffentliche Verwaltung. Klein, Maike ; Krupka, Daniel ; Winter, Cornelia ; Wohlgemuth, Volker GI-edition. Lecture Notes in Informatics. Proceedings 337 1041-1048 In: INFORMATIK 2023 : designing futures: Zukünfte gestalten (2023) Bonn Informatik Festival 2023, 53. Jahrestagung der Gesellschaft für Informatik (Berlin, Germany) [Conference or workshop publication]

Koelmann, Holger ; Koddebusch, Michael ; Bücker, Julia ; Egloffstein, Marc ORCID: 0000-0002-2377-7889 ; Becker, Jörg Structuring continuous education offers for e-government-competence acquisition: A morphological box. Edelmann, Noella ; Danneels, Lieselot ; Novak, Anna-Sophie ; Panagiotopoulos, Panos ; Susha, Iryna Lecture Notes in Computer Science 14153 82-98 In: Electronic participation : 15th IFIP WG 8.5 International Conference, ePart 2023, Budapest, Hungary, September 5-7, 2023; proceedings (2023) Berlin [u.a.] 15th IFIP WG 8.5 International Conference, ePart 2023 (Budapest, Hungary) [Conference or workshop publication]

Egloffstein, Marc ORCID: 0000-0002-2377-7889 ; Ifenthaler, Dirk ORCID: 0000-0002-2446-6548 Modularizing MOOCs for professional learning: Prospects and challenges for instructional design. 1-4 In: 2023 IEEE Learning with MOOCS (LWMOOCS) : proceedings (2023) Cambridge, MA IEEE Learning With MOOCs (LWMOOCS) 2023 (Cambridge, MA) [Conference or workshop publication]

Schlechtinger, Michael ORCID: 0000-0002-4181-3900 ; Kosack, Damaris ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Fetzer, Thomas ; Krause, Franz The price of algorithmic pricing: Investigating collusion in a market simulation with AI agents. Riccci, Alessandro ; Yeoh, William 2748-2750 In: AAMAS '23: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems (2023) Richland, SC International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023 (London, UK) [Conference or workshop publication]

Bauer, Kevin ; von Zahn, Moritz ; Hinz, Oliver (2023) Expl(AI)ned: The impact of explainable artificial intelligence on users' information processing. Information Systems Research : ISR Linthicum, MD ; Hannover, MD 34 4 1582-1602 [Article]

Bauer, Kevin ; Gill, Andrej (2023) Mirror, mirror on the wall: Algorithmic assessments, transparency, and self-fulfilling prophecies. Information Systems Research : ISR Linthicum, MD ; Hannover, MD 35 1 2-24 [Article]

Bauer, Kevin ; Heigl, Rebecca ; Hinz, Oliver ; Kosfeld, Michael (2023) Feedback loops in machine learning: A study on the interplay of continuous updating and human discrimination. Journal of the Association for Information Systems : JAIS Atlanta, Ga. 25 4 804-866 [Article]

Nofer, Michael ; Bauer, Kevin ; Hinz, Oliver ; van der Aalst, Wil ; Weinhardt, Christof (2023) Quantum Computing. Business & Information Systems Engineering : BISE Wiesbaden 65 4 361-367 [Article]

Schwitter, Nicole (2023) Bridging the offline and online: 20 years of offline meeting data of the German-language Wikipedia. Journal of Computational Social Science : JCSS Singapore 6 2 1103-1124 [Article]

Kobbe, Jonathan (2023) Automatic generation of structured explanations for arguments from consequences. Mannheim [Doctoral dissertation]

Iana, Andreea ORCID: 0000-0002-7248-7503 ; Alam, Mehwish ; Grote, Alexander ; Nikolajevic, Nevena ; Ludwig, Katharina ; Müller, Philipp ORCID: 0000-0002-5351-0608 ; Weinhardt, Christof ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 NeMig - A bilingual news collection and knowledge graph about migration. Kille, Benjamin CEUR Workshop Proceedings 3561 1-22 In: Proceedings of the International Workshop on News Recommendation and Analytics co-located with the 2023 ACM Conference on Recommender Systems (RecSys 2023) (2023) Aachen, Germany INRA 2023 (Singapore, Singapore) [Conference or workshop publication]

Daniel, Ruffinelli (2023) Knowledge graph embeddings: link prediction and beyond. Mannheim [Doctoral dissertation]

Egloffstein, Marc ORCID: 0000-0002-2377-7889 ; Şahin, Muhittin ; Ifenthaler, Dirk ORCID: 0000-0002-2446-6548 (2023) Course design approaches and behavioral patterns in massive open online courses for professional learning. Online Learning : OLJ = Online Learning Journal Newburyport, MA 27 4 48-68 [Article]

Reinig, Ines ; Markert, Katja Can current NLI systems handle German word order? Investigating language model performance on a new German challenge set of minimal pairs. Amblard, Maxime ; Breitholtz, Ellen 1-15 In: The 15th International Conference on Computational Semantics : proceedings of the conference, June 21 - 23, 2023 Nancy, France (2023) Nancy, France The 15th International Confrerence on Computational Semantics (IWCS) 2023 (Nancy, France) [Conference or workshop publication]

Keil, Mareike Victoria ORCID: 0009-0008-8326-4103 ; Bleisinger, Oliver Benutzeroberflächen von MBSE-Tools und deren Auswirkung auf neurodivergente Systemarchitekten. 9-15 In: Tag des Systems Engineering (2023) Bremen Tag des Systems Engineering (Würzburg, Germany) [Conference or workshop publication]

Iana, Andreea ORCID: 0000-0002-7248-7503 ; Glavaš, Goran ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 NewsRecLib: A PyTorch-Lightning library for neural news recommendation. Feng, Yansong ; Lefever, Els 296-310 In: EMNLP 2023, The 2023 Conference on Empirical Methods in Natural Language Processing : proceedings of the system demonstrations (2023) Stroudsburg, PA The 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023 (Singapore, Singapore) [Conference or workshop publication]

Hassanzadeh, Oktie ; Abdelmageed, Nora ; Efthymiou, Vasilis ; Chen, Jiaoyan ; Cutrona, Vincenzo ; Hulsebos, Madelon ; Jiménez-Ruiz, Ernesto ; Khatiwada, Aamod ; Korini, Keti ; Kruit, Benno ; Sequeda, Juan ; Srinivas, Kavitha Results of SemTab 2023. Efthymiou, Vasilis ; Jiménez-Ruiz, Ernesto ; Chen, Jiaoyan ; Cutrona, Vincenzo ; Hassanzadeh, Oktie ; Sequeda, Juan ; Srinivas, Kavitha ; Abdelmageed, Nora ; Hulsebos, Madelon ; Khatiwada, Aamod ; Korini, Keti ; Kruit, Benno CEUR Workshop Proceedings 3557 1-14 In: Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching, SemTab 2023, co-located with the 22nd International Semantic Web Conference, ISWC 2023, Athens, Greece, November 6-10, 2023 (2023) Aachen, Germany Semantic Web Challenge on Tabular Data to Knowledge Graph Matching 2023 (Athens, Greece) [Conference or workshop publication]

Sola, Diana Sarah (2023) Recommending activities for business process models. Mannheim [Doctoral dissertation]

Bizer, Christian ORCID: 0000-0003-2367-0237 GPT-4 versus BERT: Which foundation model is more suitable for integrating data from the web? (2023) WEBIST 2023, 19th International Conference on Web Information Systems and Technologies (Roma, Italy) [Conference presentation]

Umlauft, Josefine ; Johnson, Christopher W. ; Roux, Philippe ; Trugman, Daniel Taylor ; Lecointre, Albanne ; Walpersdorf, Andrea ; Nanni, Ugo ; Gimbert, Florent ; Rouet-Leduc, Bertrand ; Hulbert, Claudia ; Lüdtke, Stefan ; Marton, Sascha ORCID: 0000-0001-8151-9223 ; Johnson, Paul A. (2023) Mapping glacier basal sliding applying machine learning. Journal of geophysical research : JGR. F, Earth surface Washington, DC ; Hoboken, NJ 128 11, article e2023JF007280 1-20 [Article]

Kern, Christoph ORCID: 0000-0001-7363-4299 ; Eckman, Stephanie ; Beck, Jacob ; Chew, Rob ; Ma, Bolei ; Kreuter, Frauke ORCID: 0000-0002-7339-2645 Annotation sensitivity: Training data collection methods affect model performance. Bouamor, Houda ; Pino, Juan ; Bali, Kalika 14874-14886 In: Findings of the Association for Computational Linguistics: EMNLP 2023 (2023) Singapore [Conference or workshop publication]

Armknecht, Frederik ORCID: 0009-0003-9935-8095 ; Heng, Youzhe ; Schnell, Rainer Strengthening privacy-preserving record linkage using diffusion. Proceedings on Privacy Enhancing Technologies : PoPETs 2023 2 298-311 (2023) Warsaw, Poland 23rd Privacy Enhancing Technologies Symposium (Lausanne, Switzerland, Hybrid) [Conference or workshop publication]

Fent, Philipp ; Moerkotte, Guido ; Neumann, Thomas (2023) Asymptotically better query optimization using indexed algebra. Proceedings of the VLDB Endowment New York, NY 16 11 3018-3030 [Article]

Bizer, Christian ORCID: 0000-0003-2367-0237 ; Heath, Tom ; Berners-Lee, Tim (2023) Linked data - the story so far. Seneviratne, Oshani ; Hendler, James A. Linking the world’s information: Essays on Tim Berners-Lee’s Invention of the World Wide Web New York 115-143 [Book chapter]

Böckling, Martin ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Detzler, Sarah (2023) Wildfire prediction for California using and comparing Spatio-Temporal Knowledge Graphs. Information Technology : IT Berlin 65 4-5: Special issue: machine learning applications 189-199 [Article]

Lambert, Marian ; Schuster, Thomas ; Kessel, Marcus ; Atkinson, Colin ORCID: 0000-0002-3164-5595 Robustness analysis of machine learning models using domain-specific test data perturbation. Goebel, Randy ; Wahlster, Wolfgang ; Zhou, Zhi-Hua Lecture Notes in Computer Science 14115 158-170 In: 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5-8, 2023, Proceedings. Part I. (2023) Berlin [u.a.] 22nd EPIA Conference on Artificial Intelligence, EPIA 023 (Faial Island, Azores) [Conference or workshop publication]

Biswas, Russa ; Kaffee, Lucie-Aimée ; Cochez, Michael ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; et al. (2023) Knowledge graph embeddings: open challenges and opportunities. Transactions on Graph Data and Knowledge : TGDK Wadern 1 1: Special issue on trends in graph data and knowledge, Article 4 1-32 [Article]

Baumgartner, Matthias ; Dell'Aglio, Daniele ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Bernstein, Abraham (2023) Towards the web of embeddings: integrating multiple knowledge graph embedding spaces with FedCoder. Web Semantics Amsterdam [u.a.] 75 Article 100741 1-18 [Article]

Heist, Nicolas ORCID: 0000-0002-4354-9138 ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 KGrEaT: a framework to evaluate knowledge graphs via downstream tasks. Frommholz, Ingo ; Hopfgartner, Frank ; Lee, Mark ; Oakes, Michael 3938-3942 In: CIKM '23 : Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (2023) New York, NY CIKM '23: 32nd ACM International Conference on Information and Knowledge Management (Birmingham, UK) [Conference or workshop publication]

Böckling, Martin ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Detzler, Sarah Wildfire prediction using spatio-temporal knowledge graphs. Tramp, Sebastian ; Usbeck, Ricardo ; Arndt, Natanael ; Holze, Julia ; Auer, Sören CEUR Workshop Proceedings 3401 1-11 In: D2R2 2023: Proceedings of the Second International Workshop on Linked Data-driven Resilience Research 2023 co-located with Extended Semantic Web Conference 2023 (ESWC 2023) (2023) Aachen, Germany D2R2 2023: Second International Workshop on Linked Data-driven Resilience Research 2023 co-located with Extended Semantic Web Conference 2023 (ESWC 2023) (Hersonissos, Crete, Greece) [Conference or workshop publication]

Preisner, Patryk ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Universal preprocessing operators for embedding knowledge graphs with literals. Alam, Mehwish ; Buscaldi, Davide ; Cochez, Michael ; Osborne, Francesco ; Reforgiato Recupero, Diego CEUR Workshop Proceedings 3559 1-10 In: DL4KG 2023 : Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG 2023) co-located with the 21th International Semantic Web Conference (ISWC 2023), Athens, November 6-10, 2023 (2023) Aachen, Germany DL4KG 2023: Deep Learning for Knowledge Graphs 2023 (Athens, Greece) [Conference or workshop publication]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Transformer based semantic relation typing for knowledge graph integration. Pesquita, Catia ; Jiménez-Ruiz, Ernesto ; McCusker, Jamie ; Faria, Daniel ; Dragoni, Mauro ; Dimou, Anastasia ; Troncy, Raphaël ; Hertling, Sven ORCID: 0000-0003-0333-5888 Lecture Notes in Computer Science 13870 105-121 In: The semantic web: 20th international conference, ESWC 2023 Hersonissos, Crete, Greece, May 28–June 1, 2023 : proceedings (2023) Berlin [u.a.] ESWC 2023, 20th International Conference (Hersonissos, Crete, Greece) [Conference or workshop publication]

Klironomos, Antonis ; Zhou, Baifan ; Tan, Zhipeng ; Zheng, Zhuoxun ; Mohamed, Gad-Elrab ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Kharlamov, Evgeny ExeKGLib: knowledge graphs-empowered machine learning analytics. Pesquita, Catia ; Skaf-Molli, Hala ; Efthymiou, Vasilis ; Kirrane, Sabrina ; Ngonga Ngomo, Axel-Cyrille ; Collarana, Diego ; Trojahn, Cássia ; Hertling, Sven ORCID: 0000-0003-0333-5888 Lecture Notes in Computer Science 13998 123-127 In: The semantic web: 20th international conference, ESWC 2023 Hersonissos, Crete, Greece, May 28–June 1, 2023 : proceedings (2023) Berlin [u.a.] ESWC 2023: 20th Extended Semantic Web Conference (Hersonissos, Crete, Greece) [Conference or workshop publication]

Ekaputra, Fajar J. ; Llugiqi, Majlinda ; Sabou, Marta ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; et al. Describing and organizing semantic web and machine learning systems in the SWeMLS-KG. Pesquita, Catia ; Jiménez-Ruiz, Ernesto ; McCusker, Jamie ; Faria, Daniel ; Dragoni, Mauro ; Dimou, Anastasia ; Troncy, Raphaël ; Hertling, Sven ORCID: 0000-0003-0333-5888 Lecture Notes in Computer Science 13870 372-389 In: The semantic web : 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28 – June 1, 2023 : proceedings (2023) Berlin [u.a.] ESWC 2023, 20th International Conference (Hersonissos, Crete, Greece) [Conference or workshop publication]

Hubert, Nicolas ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Monnin, Pierre ; Brun, Armelle ; Monticolo, Davy Schema first! Learn versatile knowledge graph embeddings by capturing semantics with MASCHInE. Venable, Brent ; Garijo, Daniel ; Jalaian, Brian 188-196 In: K-CAP ‘23: Proceedings of the 12th Knowledge Capture Conference 2023: Pensacola, Florida, USA (2023) New York, NY K-CAP 2023, The Twelfth International Conference on Knowledge Capture (Pensacola, FL) [Conference or workshop publication]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 OLaLa: Ontology matching with large language models. Venable, Brent ; Garijo, Daniel ; Jalaian, Brian 131-139 In: K-CAP ‘23 : proceedings of the 12th Knowledge Capture conference 2023, Pensacola, Florida, USA (2023) New York, NY K-CAP 2023, The Twelfth International Conference on Knowledge Capture (Pensacola, FL) [Conference or workshop publication]

Green, Tommaso ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Glavaš, Goran Massively multilingual lexical specialization of multilingual transformers. Rogers, Anna ; Boyd-Graber, Jordan ; Okazaki, Naoaki 1: Long papers 7700-7715 In: The 61st Conference of the the Association for Computational Linguistics : July 9-14, 2023 : ACL 2023. (2023) Stroudsburg, PA ACL 2023 (Toronto, Canada, Hybrid) [Conference or workshop publication]

Krause, Franz ; Kurniawan, Kabul ; Kiesling, Elmar ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Polleres, Axel On the representation of dynamic BPMN process executions in knowledge graphs. Ortiz-Rodriguez, Fernando ; Villazón-Terrazas, Boris ; Tiwari, Sanju ; Bobed, Carlos Lecture Notes in Computer Science 14382 97-105 In: Knowledge graphs and semantic web : 5th Iberoamerican conference and 4th Indo-American conference, KGSWC 2023, Zaragoza, Spain, November 13–15, 2023 : proceedings (2023) Berlin [u.a.] KGSWC 2023: 5th Iberoamerican Conference and 4th Indo-American Conference (Zaragoza, Spain) [Conference or workshop publication]

Li, Yueling ; Martschat, Sebastian ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 Multi-source (pre-)training for cross-domain measurement, unit and context extraction. Demner-Fushman, Dina ; Ananiadou, Sophia ; Cohen, Kevin 1-25 In: BioNLP and BioNLP-ST : proceedings of the workshop : July 13, 2023 (2023) Stroudsburg, PA BioNLP 2023, The 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks (Toronto, Canada, Hybrid) [Conference or workshop publication]

Hung, Chia-Chien ; Lauscher, Anne ORCID: 0000-0001-8590-9827 ; Hovy, Dirk ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Glavaš, Goran Can demographic factors improve text classification? Revisiting demographic adaptation in the age of transformers. Vlachos, Andreas ; Augenstein, Isabelle 1565-1580 In: The 17th Conference of the European Chapter of the Association for Computational Linguistics : Findings of EACL 2023, May 2-6, 2023 (2023) Stroudsburg, PA EACL 2023 (Dubrovnik, Croatia, Hybrid) [Conference or workshop publication]

De la Peña Sarracén, Gretel Liz ; Rosso, Paolo ; Litschko, Robert ; Glavaš, Goran ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 Vicinal risk minimization for few-shot cross-lingual transfer in abusive language detection. Bouamor, Houda ; Pino, Juan ; Bali, Kalika 4069-4085 In: The 2023 Conference on Empirical Methods in Natural Language Processing : proceedings of the conference, December 6-10, 2023 (2023) Stroudsburg, PA EMNLP 2023 (Singapore, Singapore, Hybrid) [Conference or workshop publication]

Rutesic, Petko ; Pfisterer, Dennis ; Fischer, Stefan ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Ontology-based models of chatbots for populating knowledge graphs. Ortiz-Rodriguez, Fernando ; Villazón-Terrazas, Boris ; Tiwari, Sanju ; Bobed, Carlos Lecture Notes in Computer Science 14382 228-242 In: Knowledge Graphs and Semantic Web: 5th Iberoamerican Conference and 4th Indo-American Conference, KGSWC 2023, Zaragoza, Spain, November 13–15, 2023 : proceedings (2023) Berlin [u.a.] KGSWC 2023: 5th Iberoamerican Conference and 4th Indo-American Conference (Zaragoza, Spain) [Conference or workshop publication]

Breit, Anna ; Waltersdorfer, Laura ; Ekaputra, Fajar J. ; Iana, Andreea ORCID: 0000-0002-7248-7503 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; et al. d'Avila Garcez, Artur ; Besold, Tarek R. ; Gori, Marco ; Jiménez-Ruiz, Ernesto Combining machine learning and semantic web: a systematic mapping study (extended abstract). CEUR Workshop Proceedings 3432 p. 424 In: NeSy 2023 : Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning, La Certosa di Pontignano, Siena, Italy, July 3-5, 2023 (2023) Aachen, Germany NeSy 2023: 17th International Workshop on Neural-Symbolic Learning and Reasoning (La Certosa di Pontignano, Siena, Italy) [Conference presentation]

Sousa, Rita T. ; Silva, Sara ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Pesquita, Catia Biomedical knowledge graph embeddings with negative statements. Cheng, Gong ; Hollink, Laura ; Kaoudi, Zoi ; Li, Juanzi ; et al. Lecture Notes in Computer Science 14265 428-446 In: The Semantic Web – ISWC 2023 : 22nd International Semantic Web Conference, Athens, Greece, November 6–10, 2023 : proceedings. Part I (2023) Berlin [u.a.] ISWC 2023: 22nd International Semantic Web Conference (Athens, Greece) [Conference or workshop publication]

Theil, Kilian ORCID: 0000-0002-5446-8894 ; Hovy, Dirk ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Top-down influence? Predicting CEO personality and risk impact from speech transcripts. Cha, Meeyoung ; Quercia, Daniele ; Lin, Yu-Ru International AAAI Conference on Web and Social Media 17 832-841 In: Proceedings of the seventeenth International AAAI Conference on web and social media : June 5th - 8th 2023, Limassol, Cyprus (2023) Palo Alto, Calif. ICWSM 2023: Seventeenth International AAAI Conference on Web and Social Media (Limassol, Cyprus) [Conference or workshop publication]

Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Outlying aspect mining via sum-product networks. Kashima, Hisashi ; Ide, Tsuyoshi ; Peng, Wen-Chih Lecture Notes in Computer Science 13935 27-38 In: Advances in knowledge discovery and data mining: 27th Pacific-Asia Conference on knowledge discovery and data mining, PAKDD 2023, Osaka, Japan, May 25–28, 2023 : proceedings. Part I (2023) Berlin [u.a.] PAKDD 2023: 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining (Osaka, Japan) [Conference or workshop publication]

Gastinger, Julia ; Sztyler, Timo ; Sharma, Lokesh ; Schuelke, Anett ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Comparing apples and oranges? : on the evaluation of methods for temporal knowledge graph forecasting. Koutra, Danai ; Plant, Claudia ; Gomez Rodriguez, Manuel ; Baralis, Elena ; Bonchi, Francesco Lecture Notes in Computer Science 14171 533-549 In: Machine learning and knowledge discovery in databases: research track : European Conference, ECML PKDD 2023, Turin, Italy, September 18–22, 2023 : proceedings. Part III (2023) Berlin [u.a.] ECML PKDD 2023, European Conference on Machine Learning and Data Mining (Torino, Italy) [Conference or workshop publication]

Bombieri, Marco ; Rospocher, Marco ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Fiorini, Paolo (2023) Machine understanding surgical actions from intervention procedure textbooks. Computers in Biology and Medicine New York, NY ; Amsterdam [u.a.] 152 Article 106415 1-12 [Article]

Rossenova, Lozana ; Shigapov, Renat ORCID: 0000-0002-0331-2558 ; Schubotz, Moritz ; Mietchen, Daniel (2023) KGI4NFDI: Knowledge graph infrastructure for the German national research data infrastructure. Meyrin [Working paper]

Renz-Wieland, Alexander ; Kieslinger, Andreas ; Gericke, Robert ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Kaoudi, Zoi ; Markl, Volker Good intentions: adaptive parameter management via intent signaling. Frommholz, Ingo ; Hopfgartner, Frank ; Lee, Mark ; et al. 2156-2166 In: CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (2023) New York, NY CIKM '23, 32nd ACM International Conference on Information and Knowledge Management (Birmingham, UK) [Conference or workshop publication]

Kochsiek, Adrian ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 A benchmark for semi-inductive link prediction in knowledge graphs. Bouamor, Houda ; Pino, Juan ; Bali, Kalika 10634-10643 In: The 2023 Conference on Empirical Methods in Natural Language Processing - Findings of the Association for Computational Linguistics: EMNLP 2023, December 6-10, 2023 (2023) Stroudsburg, PA EMNLP 2023 (Singapore, Singapore, Hybrid) [Conference or workshop publication]

Kochsiek, Adrian ; Saxena, Apoorv ; Nair, Inderjeet ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 Friendly neighbors: contextualized sequence-to-sequence link prediction. Can, Burcu ; Mozes, Maximilian ; Cahyawijaya, Samuel ; et al. 131-138 In: The 8th Workshop on Representation Learning for NLP (RepL4NLP 2023) : Proceedings of the workshop (2023) Stroudsburg, PA RepL4NLP 2023, 8th Workshop on Representation Learning for NLP (Toronto, Canada) [Conference or workshop publication]

Kochsiek, Adrian ; Niesel, Fritz ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 Start small, think big: On hyperparameter optimization for large-scale knowledge graph embeddings. Amini, Massih-Reza ; Canu, Stéphane ; Fischer, Asja ; et al. Lecture Notes in Computer Science 13714 138-154 In: Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022 : proceedings. Part II (2023) Berlin [u.a.] ECML PKDD 2022 (Grenoble, France) [Conference or workshop publication]

Zandkarimi, Fareed ORCID: 0000-0003-0385-096X (2023) Leveraging business process mining to obtain business intelligence and improve organizational performance. Mannheim [Doctoral dissertation]

Schlather, Martin ; Freudenberg, Alexander ; Moerkotte, Guido ; Pook, Torsten ; Vandenplas, Jeremie Software project "miraculix": Efficient computations with large genomic datasets. Interbull Bulletin 59 15-22 In: Proceedings of the 2023 Interbull Meeting, Lyon, France, 26-27 August 2023 (2023) Uppsala 2023 Interbull Meeting (Lyon, France) [Conference or workshop publication]

Freudenberg, Alexander ; Schlather, Martin ; Vandenplas, Jeremie ; Pook, Torsten (2023) Accelerating single-step evaluations through GPU offloading. Interbull Bulletin Uppsala 59 23-32 [Article]

Weil, Stefan ORCID: 0000-0002-0524-9898 OCR-D Implementierungsprojekt: Integration von Kitodo und OCR-D zur produktiven Massendigitalisierung (2021–2023/24): Stand OCR-D-Kitodo-Implementierung. (2023) Kitodo Praxistreffen 2023 (Berlin, Germany) [Conference presentation]

Weil, Stefan ORCID: 0000-0002-0524-9898 ; Sidiropoulos, Christos ORCID: 0009-0001-3341-3149 OCR-D Implementierungsprojekt: Integration von Kitodo und OCR-D zur produktiven Massendigitalisierung (2021–2023): OCR On-Demand für DFG-Viewer und Kitodo. Presentation. (2023) 111. BiblioCon 2023 (Hannover, Germany) [Conference presentation]

Friede, David (2023) Exploring discrete representations in stochastic computation graphs: Challenges, benefits, and novel strategies. Mannheim [Doctoral dissertation]

Leiß, Tamara ; Rausch, Andreas ORCID: 0000-0002-0749-2496 (2023) Informal learning from dealing with software-related problems in the digital workplace. The Journal of Workplace Learning Bradford 35 9 291-310 [Article]

Kässinger, Johannes ; Trötsch, Heiko ; Dürr, Frank ; Edinger, Janick SimEdge: Towards accelerated real-time augmented reality simulations using adaptive smart edge computing. Boukerche, Azzedine 181-190 In: MSWiM '23: Proceedings of the Int'l ACM Conference on Modeling Analysis and Simulation of Wireless and Mobile Systems (2023) New York, NY MSWiM '23 (Montreal, Canada) [Conference or workshop publication]

Lange, Arne ORCID: 0000-0002-1776-0247 (2023) Deep multi-style, multi-pattern modeling with DOCL. Mannheim [Doctoral dissertation]

Ernst, Jasmina S. ; Marton, Sascha ORCID: 0000-0001-8151-9223 ; Brinkmann, Jannik ; Vellasques, Eduardo ; Foucard, Damien ; Kraemer, Martin ; Lambert, Marian Bias mitigation for large language models using adversarial learning. Calegari, Roberta ; Tubella, Andrea Aler ; González Castañe, Gabriel ; Dignum, Virginia ; Milano, Michaela CEUR Workshop Proceedings 3523 1-14 In: Proceedings of the 1st Workshop on Fairness and Bias in AI co-located with 26th European Conference on Artificial Intelligence (ECAI 2023),Kraków, Poland, October 1st, 2023 (2023) Aachen, Germany 1st Workshop on Fairness and Bias in AI (Kraków, Poland) [Conference or workshop publication]

Marton, Sascha ORCID: 0000-0001-8151-9223 ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 GradTree: Learning axis-aligned decision trees with gradient descent. 1-17 (2023) New Orleans NeurIPS 2023, Second Table Representation Learning Workshop (New Orleans, LA) [Conference or workshop publication]

Yu, Hsiao-Chu ; Rehbein, Ines ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 Policy domain prediction from party manifestos with adapters and knowledge enhanced transformers. Georges, Munir ; Herygers, Aaricia ; Friedrich, Annemarie ; Roth, Benjamin 229-244 In: The 19th Conference on Natural Language Processing (KONVENS 2023) : proceedings of the conference, September 18-22, 2023 (2023) Stroudsburg, PA KONVENS 2023, Konferenz zur Verarbeitung natürlicher Sprache (Ingolstadt, Germany) [Conference or workshop publication]

2022

Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Wilken, Nils ORCID: 0000-0003-1336-245X ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2022) Semantic interoperability methods for smart service systems: A survey. IEEE Transactions on Engineering Management : EM New York, NY 69 6 4052-4066 [Article]

Alturki, Sarah ORCID: 0000-0003-4264-1490 ; Hulpus, Ioana ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2022) Predicting academic outcomes: A survey from 2007 till 2018. Technology, Knowledge and Learning Dordrecht [u.a.] 27 March 2022 275-307 [Article]

Alturki, Sarah ORCID: 0000-0003-4264-1490 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2022) Assessing students' self-assessment ability in an interdisciplinary domain. Journal of Applied Research in Higher Education : JARHE Bingley 14 4 1449-1466 [Article]

Lesch, Veronica ; Breitbach, Martin ORCID: 0000-0001-6671-2762 ; Segata, Michele ; Becker, Christian ; Kounev, Samuel ; Krupitzer, Christian ORCID: 0000-0002-7275-0738 (2022) An overview on approaches for coordination of platoons. IEEE Transactions on Intelligent Transportation Systems IEEE Transactions on Intelligent Transportation Systems New York, NY 32 8 10049-10065 [Article]

Kalleitner, Fabian ; Mühlböck, Monika ; Kittel, Bernhard (2022) What’s the benefit of a video? The effect of nonmaterial incentives on response rate and bias in web surveys. Social Science Computer Review : SSCORE Thousand Oaks, Calif. [u.a.] 40 3 700-716 [Article]

Keusch, Florian ORCID: 0000-0003-1002-4092 ; Wenz, Alexander ; Conrad, Frederick G. (2022) Do you have your smartphone with you? Behavioral barriers for measuring everyday activities with smartphone sensors. Computers in Human Behavior Amsterdam [u.a.] 127 Article 107054 [Article]

Keusch, Florian ORCID: 0000-0003-1002-4092 ; Kreuter, Frauke ORCID: 0000-0002-7339-2645 (2022) Digital trace data : Modes of data collection, applications, and errors at a glance. Engel, Uwe ; Quan-Haase, Anabel ; Liu, Sunny Xun ; Lyberg, Lars Handbook of computational social science London 1 (Theory, case studies and ethics) 100-118 [Book chapter]

Niemann, Friedrich ; Lüdtke, Stefan ; Bartelt, Christian ; Ten Hompel, Michael (2022) Context-aware human activity recognition in industrial processes. Sensors Basel 22 1, Article 134 1-14 [Article]

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Wiktionary matcher results for OAEI 2021. Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR Workshop Proceedings 3063 199-206 In: OM 2021, Ontology Matching 2021 : Proceedings of the 16th International Workshop on Ontology Matching, co-located with the 20th International Semantic Web Conference (ISWC 2021), virtual conference, October 25, 2021 (2022) Aachen, Germany OM 2021 (Online) [Conference or workshop publication]

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ALOD2vec matcher results for OAEI 2021. Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR Workshop Proceedings 3063 117-123 In: OM 2021, Ontology Matching 2021 : Proceedings of the 16th International Workshop on Ontology Matching, co-located with the 20th International Semantic Web Conference (ISWC 2021), virtual conference, October 25, 2021 (2022) Aachen, Germany OM 2021 (Online) [Conference or workshop publication]

Kossack, Daniel ; Borg, Niklas ; Knorr, Leon ; Portisch, Jan ORCID: 0000-0001-5420-0663 TOM matcher results for OAEI 2021. Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR Workshop Proceedings 3063 193-198 In: OM 2021, Ontology Matching 2021 : Proceedings of the 16th International Workshop on Ontology Matching, co-located with the 20th International Semantic Web Conference (ISWC 2021), virtual conference, October 25, 2021 (2022) Aachen, Germany OM 2021 (Online) [Conference or workshop publication]

Knorr, Leon ; Portisch, Jan ORCID: 0000-0001-5420-0663 Fine-TOM matcher results for OAEI 2021. Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR Workshop Proceedings 3063 144-151 In: OM 2021, Ontology Matching 2021 : Proceedings of the 16th International Workshop on Ontology Matching, co-located with the 20th International Semantic Web Conference (ISWC 2021), virtual conference, October 25, 2021 (2022) Aachen, Germany OM 2021 (Online) [Conference or workshop publication]

Marton, Sascha ORCID: 0000-0001-8151-9223 ; Lüdtke, Stefan ; Bartelt, Christian (2022) Explanations for neural networks by neural networks. Applied Sciences Basel 12 Article 980 1-14 [Article]

Ding, Aaron Yi ; Peltonen, Ella ; Meuser, Tobias ; Aral, Atakan ; Becker, Christian ; Dustdar, Schahram ; Hiessl, Thomas ; Kranzlmüller, Dieter ; Liyanage, Madhusanka ; Magshudi, Setareh ; Mohan, Nitinder ; Ott, Jörg ; Rellermeyer, Jan S. ; Schulte, Stefan ; Schulzrinne, Henning ; Solmaz, Gürkan ; Tarkoma, Sasu ; Varghese, Blesson ; Wolf, Lars Roadmap for Edge AI: A Dagstuhl perspective. Bonaventure, Olivier ACM SIGCOMM Computer Communication Review : CCR 52 28-33 In: Proceedings of the 2022 SIGCOMM Computer Communication Review (CCR), ACM, January 30, 2022 (2022) New York, NY ACM SIGCOMM CCR 2022 (Amsterdam, the Netherlands) [Conference or workshop publication]

Koncar, Philipp ; Santos, Tiago ; Strohmaier, Markus ORCID: 0000-0002-5485-5720 ; Helic, Denis (2022) On the application of the Two-Factor Theory to online employer reviews. Journal of Data, Information and Management Cham 4 1 1-23 [Article]

Koncar, Philipp ; Santos, Tiago ; Strohmaier, Markus ORCID: 0000-0002-5485-5720 ; Helic, Denis (2022) Correction to: On the application of the Two-Factor Theory to online employer reviews. Journal of Data, Information and Management Cham 4 1 87 [Article]

Breitbach, Martin ORCID: 0000-0001-6671-2762 (2022) Computation offloading for fast and energy-efficient edge computing. Mannheim [Doctoral dissertation]

Felske, Timon ; Lüdtke, Stefan ; Bader, Sebastian ; Kirste, Thomas Activity Recognition in Assembly Tasks by Bayesian Filtering in Multi-Hypergraphs. (2022) 2nd Workshop on Graphs and more Complex Structures for Learning and Reasoning ; colocated with AAAI 2022 (online) [Conference presentation]

Litschko, Robert ; Vulić, Ivan ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Glavaš, Goran (2022) On cross-lingual retrieval with multilingual text encoders. Information Retrieval Journal New York, NY 25 2 = special issue 149-183 [Article]

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Heist, Nicolas ORCID: 0000-0002-4354-9138 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2022) Knowledge graph embedding for data mining vs. knowledge graph embedding for link prediction – two sides of the same coin? Semantic Web Amsterdam 13 3 399-422 [Article]

Sola, Diana ORCID: 0000-0001-5688-1730 ; Meilicke, Christian ORCID: 0000-0002-0198-5396 ; Aa, Han van der ORCID: 0000-0002-4200-4937 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 On the Use of Knowledge Graph Completion Methods for Activity Recommendation in Business Process Modeling. Marrella, Andrea ; Weber, Barbara Lecture Notes in Business Information Processing : LNBIP 436 5-17 In: Business Process Management Workshops : BPM 2021 international workshops, Rome, Italy, September 6-10, 2021, revised selected papers (2022) Berlin [u.a.] BPM 2021 (Online) [Conference or workshop publication]

Sola, Diana ORCID: 0000-0001-5688-1730 ; Aa, Han van der ORCID: 0000-0002-4200-4937 ; Meilicke, Christian ORCID: 0000-0002-0198-5396 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2022) Exploiting Label Semantics For Rule-Based Activity Recommendation In Business Process Modeling. Information Systems : IS Amsterdam 108 Article 102049 [Article]

Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Exchangeability-aware sum-product networks. De Raedt, Luc 4864-4870 In: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, Vienna, 23-29 July 2022 (2022) Wien IJCAI 22, Thirty-First International Joint Conference on Artificial Intelligence (Wien, Austria) [Conference or workshop publication]

Flachs, Daniel ; Müller, Magnus ; Moerkotte, Guido The 3D hash join: Building on non-unique join attributes. 1-9 In: 12th Conference on Innovative Data Systems Research, CIDR 2022, Chaminade, Ca, USA, January 9-12, 2022 (2022) Chaminade CIDR 2022 (Chaminade, CA, Hybrid) [Conference or workshop publication]

Brendle, Michael ; Weber, Nick ; Vallyev, Mahammad ; May, Norman ; Schulze, Robert ; Böhm, Alexander ; Moerkotte, Guido ; Grossniklaus, Michael SAHARA: Memory footprint reduction of cloud databases with automated table partitioning. Advances in Database Technology 25,1 13-26 In: Proceedings of the 25th International Conference on Extending Database Technology, EDBT 2022. Edinburgh, UK, March 29 - April 1 (2022) Konstanz EDBT 2022 (Edinburgh, UK) [Conference or workshop publication]

Müller, Magnus ; Moerkotte, Guido Translation grids for multi-way join size estimation. Advances in Database Technology 25, 2 378-382 In: Proceedings of the 25th International Conference on Extending Database Technology, EDBT 2022. Edinburgh, UK, March 29 - April 1 (2022) Konstanz EDBT 2022 (Edinburgh, UK) [Conference or workshop publication]

Primpeli, Anna ORCID: 0000-0002-1783-2482 ; Bizer, Christian ORCID: 0000-0003-2367-0237 Impact of the characteristics of multi-source entity matching tasks on the performance of active learning methods. Groth, Paul ; Vidal, Maria-Esther ; Suchanek, Fabian M. ; Kapanipathi, Pavan ; Pesquita, Catia ; Skaf-Molli, Hala ; Tamper, Minna Lecture Notes in Computer Science 13261 113-129 In: The Semantic Web : 19th International Conference, ESWC 2022, Hersonissos, Crete, Greece, May 29 – June 2, 2022, proceedings (2022) Berlin [u.a.] ESWC 2022 (Hersonissos, Greece) [Conference or workshop publication]

Lange, Arne ORCID: 0000-0002-1776-0247 ; Atkinson, Colin ORCID: 0000-0002-3164-5595 (2022) Multi-level modeling with LML : A contribution to the Multi-level Process Challenge. Enterprise Modelling and Information Systems Architectures Bonn 17 6 1-36 [Article]

Atkinson, Colin ORCID: 0000-0002-3164-5595 ; Kühne, Thomas (2022) Taming the complexity of digital twins. IEEE Software Los Alamitos, Calif. 39 2 27-32 [Article]

Wilken, Nils ORCID: 0000-0003-1336-245X ; Cohausz, Lea ; Schaum, Johannes ; Lüdtke, Stefan ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Leveraging planning landmarks for hybrid online goal recognition. tba In: International Conference on Automated Planning and Scheduling ICAPS (2022) : June 13-17, 2022, virtual (2022) Aachen 2022 Workshop on Scheduling and Planning Applications woRKshop (ICAPS 2022) (Singapore, Singapore, Online) [Conference or workshop publication]

Mayer, Christian ORCID: 0000-0002-0443-6624 ; Ludwig, Sabrina ORCID: 0000-0002-2920-7561 Automated essay scoring using transformer models. (2022) JURE 2022 (Porto, Portugal) [Conference presentation]

Cohausz, Lea ; Wilken, Nils ORCID: 0000-0003-1336-245X ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Plan-similarity based heuristics for goal recognition. Passarella, Andrea ; Vallati, Carlo ; Di Marco, Antinisca ; Dürr, Frank 316-321 In: 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) : PerCom Workshops 2022 (2022) Pisa CoMoRea '22 : 18th Workshop on Context and Activity Modeling and Recognition (Pisa, Italy) [Conference or workshop publication]

Cohausz, Lea Towards real interpretability of student success prediction combining methods of XAI and social science. Mitrovic, Antonija ; Bosch, Nigel ; Cristea, Alexandra I. ; Brown, Chris 361-367 In: Proceedings of the 15th International Conference on Educational Data Mining (2022) Durham EDM 2022 : The 15th International Conference on Educational Data Mining (Durham, UK) [Conference or workshop publication]

Betz, Patrick ; Meilicke, Christian ORCID: 0000-0002-0198-5396 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Supervised knowledge aggregation for knowledge graph completion. Groth, Paul Lecture Notes in Computer Science 74-92 In: The semantic web: 19th International Conference, ESWC 2022, Hersonissos, Crete, Greece, May 29-June 2, 2022 : proceedings (2022) Berlin [u.a.] ESWC 2022 (Hersonissos, Greece) [Conference or workshop publication]

Betz, Patrick ; Meilicke, Christian ORCID: 0000-0002-0198-5396 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Adversarial explanations for knowledge graph embeddings. De Raedt, Luc 2820-2826 In: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence : Vienna, 23-29 July 2022 (2022) Darmstadt ; Vienna Thirty-First International Joint Conference on Artificial Intelligence (Wien, Austria) [Conference or workshop publication]

Jussupow, Ekaterina ORCID: 0000-0002-3009-076X ; Spohrer, Kai ORCID: 0000-0001-8659-7554 ; Heinzl, Armin (2022) Radiologists’ usage of diagnostic AI systems : The role of diagnostic self-efficacy for sensemaking from confirmation and disconfirmation. Business & Information Systems Engineering : BISE Wiesbaden ; Atlanta, Georgia 64 3 293-309 [Article]

Primpeli, Anna ORCID: 0000-0002-1783-2482 (2022) Reducing the labeling effort for entity resolution using distant supervision and active learning. Mannheim [Doctoral dissertation]

Klamm, Christopher ; Rehbein, Ines ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 FrameASt: A framework for second-level agenda setting in parliamentary debates through the lens of comparative agenda topics. Fišer, Darja ; Eskevich, Maria ; Lenardič, Jakob ; Jong, Franciska de 92-100 In: Proceedings of the ParlaCLARIN III: Workshop on creating, enriching and using parliamentary corpora (2022) Paris ParlaCLARIN III Workshop on Creating, Enriching and Using Parliamentary Corpora within LREC2022 (Marseille, France) [Conference or workshop publication]

Theil, Christoph Kilian ORCID: 0000-0002-5446-8894 (2022) Uncertainty, risk, and financial disclosures : applications of natural language processing in behavioral economics. Mannheim [Doctoral dissertation]

Peeters, Ralph ORCID: 0000-0003-3174-2616 ; Bizer, Christian ORCID: 0000-0003-2367-0237 Supervised contrastive learning for product matching. Laforest, Frédérique ; Troncy, Raphaël 248-251 In: Companion Proceedings of the Web Conference 2022 (2022) New York, NY WWW '22 (Lyon, France, Online) [Conference or workshop publication]

Peeters, Ralph ORCID: 0000-0003-3174-2616 ; Bizer, Christian ORCID: 0000-0003-2367-0237 Cross-language learning for product matching. Laforest, Frédérique ; Troncy, Raphaël 236-238 In: Companion Proceedings of the Web Conference 2022 (2022) New York, NY WWW '22 (Lyon, France, Online) [Conference or workshop publication]

Spreitzenbarth, Jan ORCID: 0000-0002-8282-047X ; Bode, Christoph ORCID: 0000-0001-5006-5804 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 The state of artificial intelligence: Procurement versus sales and marketing. 6th World Conference on Production and Operations Management (2022) 6th World Conference on Production and Operations Management (P&OM) 2022 (2020) (Osaka, Japan) [Conference presentation]

Portisch, Jan ORCID: 0000-0001-5420-0663 (2022) Exploiting general-purpose background knowledge for automated schema matching. Mannheim [Doctoral dissertation]

Kunz, Pascal Christoph ; Jussupow, Ekaterina ORCID: 0000-0002-3009-076X ; Spohrer, Kai ORCID: 0000-0001-8659-7554 ; Heinzl, Armin How the application of machine learning systems changes business processes: A multiple case study. Beck, Roman ; Petcu, Dana ; Fotache, Marin ECIS Research-in-Progress Papers 2022, 30 1-11 In: Proceedings of the 30th European Conference on Information Systems (ECIS): Timișoara, Romania, June 18-24, 2022 (2022) Atlanta, GA ECIS 2022 (Timișoara, Romania) [Conference or workshop publication]

Bamberg, Laura ; Rehbein, Ines ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 Improved opinion role labelling in parliamentary debates. Schaefer, Robin 110-120 In: Konvens 2022 : Proceedings of the 18th Conference on Natural Language Processing / Konferenz zur Verarbeitung natürlicheer Sprache (KONVENS 2022) (2022) Stroudsburg, PA The 18th Conference on Natural Language Processing (KONVENS 2022) (Potsdam, Germany) [Conference or workshop publication]

Alam, Mehwish ; Iana, Andreea ORCID: 0000-0002-7248-7503 ; Grote, Alexander ; Ludwig, Katharina ; Müller, Philipp ORCID: 0000-0002-5351-0608 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Towards analyzing the bias of news recommender systems using sentiment and stance detection. Laforest, Frédérique 448-457 In: WWW '22 companion : Companion proceedings of the Web Conference 2022 (2022) New York, NY WWW '22 (Lyon, France, Online) [Conference or workshop publication]

Schreckenberger, Christian ORCID: 0000-0002-1229-4945 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Dynamic forest for learning from data streams with varying feature spaces. Sellami, Mohamed ; Ceravolo, Paolo ; Reijers, Hajo A. ; Gaaloul, Walid ; Panetto, Hervé Lecture Notes in Computer Science 13591 95-111 In: Cooperative information systems : 28th International Conference, CoopIS 2022, Bozen-Bolzano, Italy, October 4–7, 2022, Proceedings (2022) Berlin [u.a.] Cooperative Information Systems (CoopIS) 2022 (Bolzano, Italy) [Conference or workshop publication]

Kappenberger, Jakob ORCID: 0000-0003-1290-0199 ; Theil, Kilian ORCID: 0000-0002-5446-8894 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Evaluating the impact of AI-based priced parking with social simulation. Hopfgartner, Frank ; Jaidka, Kokil ; Mayr, Philipp ORCID: 0000-0002-6656-1658 ; Jose, Joemon ; Breitsohl, Jan Lecture Notes in Computer Science 13618 54-75 In: Social Informatics: 13th International Conference, SocInfo 2022, Glasgow, UK, October 19–21, 2022, proceedings (2022) Berlin [u.a.] SocInfo 2022 (Glasgow, UK) [Conference or workshop publication]

Peeters, Ralph ORCID: 0000-0003-3174-2616 ; Bizer, Christian ORCID: 0000-0003-2367-0237 Integrating product data using deep learning : Art.-Nr. 11. 59-62 In: Proceedings of the 7th bwHPC Symposium (2022) Ulm 7th bwHPC Symposium: High Performance Computing in Baden-Württemberg (Ulm, Germany, Online) [Conference or workshop publication]

Oesterle, Michael ; Bartelt, Christian ; Lüdtke, Stefan ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Self-learning governance of black-box multi-agent systems. Ajmeri, Nirav ; Morris Martin, Andreasa ; Savarimuthu, Bastin Tony Roy Lecture Notes in Computer Science 13549 73-91 In: Coordination, Organizations, Institutions, Norms, and Ethics for Governance of Multi-Agent Systems XV : International Workshop, COINE 2022, virtual event, May 9, 2022, revised selected papers (2022) Berlin [u.a.] COINE 2022, International Workshop (Online) [Conference or workshop publication]

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Hladik, Michael ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2022) Background knowledge in ontology matching : a survey. Semantic Web Amsterdam 55 1 1-55 [Article]

Alturki, Sarah (2022) Predicting students' academic achievement using methods of educational data mining. Mannheim [Doctoral dissertation]

Müller, Magnus (2022) Selected problems in cardinality estimation. Mannheim [Doctoral dissertation]

Kleinewiese, Julia (2022) The darkfield of cybercrime: Can survey data reduce administrative data’s problem with validity? International Journal of Cyber Criminology : IJCC Tirunelveli 16 1 141-155 [Article]

Cohausz, Lea (2022) When probabilities are not enough - A framework for causal explanations of student success models. Journal of Educational Data Mining Montreal 14 3 52-75 [Article]

Alturki, Sarah ORCID: 0000-0003-4264-1490 ; Cohausz, Lea ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2022) Predicting master’s students’ academic performance: An empirical study in Germany. Smart Learning Environments Berlin ; Heidelberg 9 Article 38 1-22 [Article]

Kessel, Marcus ; Atkinson, Colin ORCID: 0000-0002-3164-5595 (2022) Diversity-driven unit test generation. The Journal of Systems and Software : JSS Amsterdam [u.a.] 193 Article 111442 1-22 [Article]

Stocker, Markus ; Rossenova, Lozana ; Shigapov, Renat ORCID: 0000-0002-0331-2558 ; Betancort, Noemi ; Dietze, Stefan ; Murphy, Bridget ; Bölling, Christian ; Schubotz, Moritz ; Koepler, Oliver (2022) Knowledge graphs - working group charter (NFDI section-metadata). Zenodo : Research Shared Geneva [Working paper]

Shigapov, Renat ORCID: 0000-0002-0331-2558 Knowledge graphs in BERD and in NFDI. (2022) Focused Tutorial on Capturing, Enriching, Disseminating Research Data Objects, Use Cases from Text+, NFDI4Culture and BERD@NFDI (Mannheim, Germany) [Conference presentation]

Kamlah, Jan ORCID: 0000-0002-0417-7562 ; Schmidt, Thomas ORCID: 0000-0003-3620-3355 ; Shigapov, Renat ORCID: 0000-0002-0331-2558 Extracting research data from historical documents with eScriptorium and Python. (2022) Focused Tutorial on Capturing, Enriching, Disseminating Research Data Objects, Use Cases from Text+, NFDI4Culture and BERD@NFDI (Mannheim, Germany) [Conference presentation]

Korini, Keti ; Peeters, Ralph ORCID: 0000-0003-3174-2616 ; Bizer, Christian ORCID: 0000-0003-2367-0237 SOTAB: The WDC Schema.org table annotation benchmark. Efthymiou, Vasilis ; Jiménez-Ruiz, Ernesto ; Chen, Jiaoyan ; Cutrona, Vincenzo ; Hassanzadeh, Oktie ; Sequeda, Juan ; Srinivas, Kavitha ; Abdelmageed, Nora ; Hulsebos, Madelon CEUR Workshop Proceedings 3320 14-19 In: SemTab 2022 : Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching, co-located with the 21st International semantic Web Conference (ISWC 2022), virtual conference, October 23-27, 2022 (2022) Aachen, Germany SemTab 2022, Semantic Web Challenge on Tabular Data to Knowledge Graph Matching (Online) [Conference or workshop publication]

Klingert, Sonja ; Lee, Jong-Won (2022) Using real mobility patterns to assess the impact of 100% electrified mobility in a German city. Energy Informatics Cham 5 Article 32 1-24 [Article]

Chan, Chung-hong ORCID: 0000-0002-6232-7530 (2022) sweater : Speedy word embedding association test and extras using R. The Journal of Open Source Software : JOSS [nicht ermittelbar] 7 72, Article 4036 1-8 [Article]

Renz-Wieland, Alexander ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Kaoudi, Zoi ; Markl, Volker NuPS: A parameter server for machine learning with non-uniform parameter access. Ives, Zachary ; Bonifati, Angela ; El Abbadi, Amr 481-495 In: SIGMOD '22 : proceedings of the 2022 International Conference on Management of Data : June 12-17, 2022, Philadelphia, PA, USA (2022) New York, NY SIGMOD '22 (Philadelphia, PA) [Conference or workshop publication]

Silber, Henning ; Breuer, Johannes ; Beuthner, Christoph ; Gummer, Tobias ; Keusch, Florian ORCID: 0000-0003-1002-4092 ; Siegers, Pascal ; Stier, Sebastian ; Weiß, Bernd (2022) Linking surveys and digital trace data: Insights from two studies on determinants of data sharing behaviour. Journal of the Royal Statistical Society. Series A, Statistics in Society Oxford 185 S2 387-407 [Article]

Heist, Nicolas ORCID: 0000-0002-4354-9138 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Transformer-based subject entity detection in Wikipedia listings. Alam, Mehwish ; Buscaldi, Davide ; Cochez, Michael ; Osborne, Francesco ; Reforgiato Recupero, Diego CEUR Workshop Proceedings 3342 1-16 In: Proceedings of the 5th Workshop on Deep Learning for Knowlege Graphs (DL4KG 2022) co-located with the 21th International Semantic Web Conference (ISWC 2022) (2022) Aachen, Germany Deep Learning for Knowledge Graphs Workshop (DL4KG) @ ISWC 2022 (Online) [Conference or workshop publication]

Distler, Verena ; Gutfleisch, Tamara ; Lallemend, Carine ; Lenzini, Gabriele ; Koenig, Vincent (2022) Complex, but in a good way? How to represent encryption to non-experts through text and visuals – Evidence from expert co-creation and a vignette experiment. Computers in Human Behavior Reports Amsterdam 5 Article 100161 1-26 [Article]

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 The DLCC node classification benchmark for analyzing knowledge graph embeddings. Sattler, Ulrike ; Hogan, Aidan ; Keet, Maria ; Presutti, Valentina ; Almeida, João Paulo A. ; Tadeka, Hideaki ; Monnin, Pierre ; Pirrò, Giuseppe ; d'Amato, Claudia Lecture Notes in Computer Science 13489 592-609 In: The Semantic Web - ISWC 2022 : 21st International Semantic Web Conference, virtualeEvent, October 23-27, 2022, proceedings (2022) Berlin [u.a.] International Semantic Web Conference (ISWC 2022) (Hangzhou, China, Online) [Conference or workshop publication]

Friede, David ; Niepert, Mathias Efficient learning of discrete-continuous computation graphs. Ranzato, Marc'Aurelio ; Beygelzimer, Alina ; Dauphin, Yann N. ; Liang, Percy ; Wortman Vaughan, Jennifer Advances in Neural Information Processing Systems 34 6720-6732 In: 35th Conference on Neural Information Processing Systems (NeurIPS 2021) : online, 6-14 December 2021 (2022) Red Hook, NY NeurIPS 2021 (Online) [Conference or workshop publication]

Weil, Stefan ORCID: 0000-0002-0524-9898 Ground Truth erstellen, OCR-Modelle verbessern. (2022) Kitodo Praxistreffen (Braunschweig, Germany) [Conference presentation]

Weil, Stefan ORCID: 0000-0002-0524-9898 DFG-Viewer und Kitodo.Presentation mit OCR On-Demand. (2022) Kitodo Praxistreffen (Braunschweig, Germany) [Conference presentation]

Tsereteli, Tornike ; Kartal, Yavuz Selim ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Zielinski, Andrea ; Eckert, Kai ; Mayr, Philipp ORCID: 0000-0002-6656-1658 Overview of the SV-ident 2022 shared task on survey variable identification in social science publications. Cohan, Arman ; Feigenblat, Guy ; Freitag, Dayne ; Ghosal, Tirthankar ; Herrmannova, Drahomira ; Knoth, Petr ; Lo, Kyle ; Mayr, Philipp ORCID: 0000-0002-6656-1658 ; Shmueli-Scheuer, Michal ; de Waard, Anita ; Wang, Lucy Lu COLING / International Committee on Computational Linguistics 29 229-246 In: Proceedings of the Third Workshop on Scholarly Document Processing (2022) New York, NY COLING 2022, The 29th International Conference on Computational Linguistics (Gyeongju, Republic of Korea) [Conference or workshop publication]

Hung, Chia-Chien ; Green, Tommaso ; Litschko, Robert ; Tsereteli, Tornike ; Takeshita, Sotaro ; Bombieri, Marco ; Glavaš, Goran ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ZusammenQA: Data augmentation with specialized models for cross-lingual open-retrieval question answering system. Asai, Akari ; Choi, Eunsol ; Clark, Jonathan H. ; Hu, Junjie ; Lee, Chia-Hsuan ; Kasai, Jungo ; Longpre, Shayne ; Yamada, Ikuya ; Zhang, Rui 77-90 In: Proceedings of the Workshop on Multilingual Information Access (MIA) (2022) Seattle, USA 1st Workshop on Multilingual Information Access (MIA) (Seattle, WA) [Conference or workshop publication]

Schäfer, Jochen ; Müller, Christian ; Armknecht, Frederik ORCID: 0009-0003-9935-8095 If you like me, please don’t “like” me: inferring vendor Bitcoin addresses from positive reviews. Proceedings on Privacy Enhancing Technologies : PoPETs 2022 1 440-459 (2022) Warsaw, Poland 22nd Privacy Enhancing Technologies Symposium (Sydney, Australia, Hybrid) [Conference or workshop publication]

Hamann, Matthias ; Moch, Alexander ; Krause, Matthias ; Mikhalev, Vasily (2022) The DRACO stream cipher: a power-efficient small-state stream cipher with full provable security against TMDTO attacks. IACR Transactions on Symmetric Cryptology Bochum 2022 2 1-42 [Article]

Müller, André ; Schmidt, Bertil ; Membarth, Richard ; Leißa, Roland ORCID: 0000-0002-2444-6782 ; Hack, Sebastian AnySeq/GPU: a novel approach for faster sequence alignment on GPUs. Rauchwerger, Lawrence ; Cameron, Kirk 1-11 In: Proceedings of the 36th ACM International Conference on Supercomputing (ICS' 22) (2022) New York CS '22: 2022 International Conference on Supercomputing (New York, NY, Online) [Conference or workshop publication]

Hung, Chia-Chien ; Lauscher, Anne ORCID: 0000-0001-8590-9827 ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Glavaš, Goran DS-TOD: Efficient domain specialization for task-oriented dialog. Muresan, Smaranda ; Nakov, Preslav ; Villavicencio, Aline 891-904 In: The 60th Annual Meeting of the Association for Computational Linguistics, Findings of ACL 2022 : May 22-27, 2022 (2022) Stroudsburg, PA ACL 2022 (Dublin, Ireland, Hybrid) [Conference or workshop publication]

Bellan, Patrizio ; Ghidini, Chiara ; Dragoni, Mauro ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Aa, Han van der ORCID: 0000-0002-4200-4937 Process extraction from natural language text: the PET dataset and annotation guidelines. Nozza, Debora ; Passaro, Lucia C. ; Polignano, Marco CEUR Workshop Proceedings 3287 165-179 In: NL4AI 2022 : Proceedings of the Sixth Workshop on Natural Language for Artificial Intelligence (NL4AI 2022), co-located with 21th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022), Udine, November 30th, 2022 (2022) Aachen, Germany NL4AI 2022, Sixth Workshop on Natural Language for Artificial Intelligence (Udine, Italy) [Conference or workshop publication]

Bellan, Patrizio ; Aa, Han van der ORCID: 0000-0002-4200-4937 ; Dragoni, Mauro ; Ghidini, Chiara ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 PET: An annotated dataset for process extraction from natural language text tasks. Cabanillas, Cristina ; Garmann-Johnsen, Niels Frederik ; Koschmider, Agnes Lecture Notes in Business Information Processing : LNBIP 460 315-321 In: Business Process Management Workshops : BPM 2022 International Workshops, Münster, Germany, September 11-16, 2022, revised selected papers (2022) Berlin [u.a.] 1st International Workshop on Natural Language Processing for Business Process Management (NLP4BPM 2022) (Münster, Germany) [Conference or workshop publication]

Rajula, Pavani ; Hung, Chia-Chien ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 Stacked model based argument extraction and stance detection using embedded LSTM model. Faggioli, Guglielmo ; Ferro, Nicola ; Hanbury, Allan ; Potthast, Martin CEUR Workshop Proceedings 3180 3064-3073 In: CLEF 2022 : Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th to 8th, 2022 (2022) Aachen, Germany CLEF 2022 Working Notes - Touché: Argument Retrieval (Bologna, Italy) [Conference or workshop publication]

Rana, Ashish ; Golchha, Pujit ; Juntunen, Roni ; Coajă, Andreea ; Elzamarany, Ahmed ; Hung, Chia-Chien ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 LeviRANK: Limited query expansion with voting integration for document retrieval and ranking : notebook for the touché lab on argument retrieval at CLEF 2022. Faggioli, Guglielmo ; Ferro, Nicola ; Hanbury, Allan ; Potthast, Martin CEUR Workshop Proceedings 3180 3074-3089 In: CLEF 2022 : Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th to 8th, 2022 (2022) Aachen, Germany CLEF 2022 Working Notes - Touché: Argumental Retrieval (Bologna, Italy) [Conference or workshop publication]

Takeshita, Sotaro ; Green, Tommaso ; Friedrich, Niklas ; Eckert, Kai ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 X-SCITLDR: Cross-lingual extreme summarization of scholarly documents. Aizawa, Akiko ; Mandl, Thomas ; Carevic, Zeljko 1-12 In: JCDL '22 : Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2022 : hybrid conference, Colone, Germany and online, June 20 -24, 2022 (2022) München JCDL 2022 (Köln, Germany, Hybrid) [Conference or workshop publication]

Bombieri, Marco ; Rospocher, Marco ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Fiorini, Paolo The robotic surgery procedural framebank. Calzolari, Nicoletta ; Béchet, Frédéric ; Blache, Philippe 3950-3959 In: Language Resources and Evaluation Conference, LREC 2022, 20-25 June 2022, Palais du Pharo, Marseille, France : conference proceedings (2022) Paris LREC 2022 (Marseille, France) [Conference or workshop publication]

Hung, Chia-Chien ; Lauscher, Anne ORCID: 0000-0001-8590-9827 ; Vulić, Ivan ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Glavaš, Goran Multi2WOZ: A robust multilingual dataset and conversational pretraining for task-oriented dialog. Carpuat, Marine ; de Marneffe, Marie-Catherine ; Meza Ruiz, Ivan Vladimir 3687-3703 In: The 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies : proceedings of the conference, July 10-15, 2022 (2022) Stroudsburg, PA NAACL 2022 (Seattle, WA, Hybrid) [Conference or workshop publication]

Holtermann, Carolin ; Lauscher, Anne ORCID: 0000-0001-8590-9827 ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 Fair and argumentative language modeling for computational argumentation. Muresan, Smaranda ; Nakov, Preslav ; Villavicencio, Aline 1: Long papers 7841-7861 In: The 60th Annual Meeting of the Association for Computational Linguistics : proceedings of the conference, May 22-27, 2022 (2022) Stroudsburg, PA ACL 2022 (Dublin, Ireland, Hybrid) [Conference or workshop publication]

Saxena, Apoorv ; Kochsiek, Adrian ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 Sequence-to-sequence knowledge graph completion and question answering. Muresan, Smaranda ; Nakov, Preslav ; Villavicencio, Aline 2814-2828 In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics. Volume 1 Long Papers (2022) Stroudsburg, PA ACL 2022, 60th Annual Meeting of the Association for Computational Linguistics (Dublin, Ireland, Hybrid) [Conference or workshop publication]

Kühne, Thomas ; Lange, Arne ORCID: 0000-0002-1776-0247 Melanee and DLM: a contribution to the MULTI collaborative comparison challenge. Kühne, Thomas ; Sousa, Vasco 434-443 In: MODELS '22 : proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings (2022) New York, NY MODELS '22 (Montreal, Canada) [Conference or workshop publication]

Matthé, Michael Applying reconfiguration cost and control pattern modeling to self-adaptive systems. Dwyer, Matthew B. 248-250 In: ICSE '22: Proceedings of the ACM/IEEE 44th International Conference on Software Engineering: Companion Proceedings (2022) New York, NY ICSE '22 (Pittsburgh, PA) [Conference or workshop publication]

2021

Civitarese, Gabriele ; Sztyler, Timo ; Riboni, Daniele ; Bettini, Claudio ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2021) POLARIS: Probabilistic and ontological activity recognition in smart-homes. IEEE Transactions on Knowledge and Data Engineering : TKDE Piscataway, NJ 33 1 209-223 [Article]

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Brinkschulte, Uwe ; Pacher, Mathias ; Brinkschulte, Melanie (2021) Improving the fail-operational behavior of automotive applications by artificial DNA. Concurrency and Computation Chichester 33 14 , Article e5608 1-19 [Article]

Amaya, Ashley ; Bach, Ruben L. ORCID: 0000-0001-5690-2829 ; Keusch, Florian ORCID: 0000-0003-1002-4092 ; Kreuter, Frauke ORCID: 0000-0002-7339-2645 (2021) New data sources in social science research: Things to know before working with Reddit data. Social Science Computer Review : SSCORE Thousand Oaks, Calif. [u.a.] 39 5 943-960 [Article]

Jussupow, Ekaterina ORCID: 0000-0002-3009-076X ; Spohrer, Kai ORCID: 0000-0001-8659-7554 ; Heinzl, Armin ; Gawlitza, Joshua (2021) Augmenting medical diagnosis decisions? An investigation into physicians’ decision making process with artificial intelligence. Information Systems Research : ISR Linthicum, MD ; Hannover, MD 32 3 713-735 [Article]

Sturm, Timo ; Krupitzer, Christian ORCID: 0000-0002-7275-0738 ; Segata, Michele ; Becker, Christian (2021) A taxonomy of optimization factors for platooning. IEEE Transactions on Intelligent Transportation Systems New York, NY 22 10 6097-6114 [Article]

Huber, Jakob ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2021) Intraday shelf replenishment decision support for perishable goods. International Journal of Production Economics Amsterdam [u.a.] 231 Article 107828 1-14 [Article]

Frendo, Oliver ORCID: 0000-0001-9806-2039 ; Gärtner, Nadine ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2021) Improving smart charging prioritization by predicting electric vehicle departure time. IEEE Transactions on Intelligent Transportation Systems New York, NY 22 10 6646-6653 [Article]

Seeger, Anna-Maria ; Pfeiffer, Jella ; Heinzl, Armin (2021) Texting with humanlike conversational agents: Designing for anthropomorphism. Journal of the Association for Information Systems : JAIS Atlanta, Ga. 22 4 931-967 [Article]

Nolte, Frederik ; Wilken, Nils ORCID: 0000-0003-1336-245X ; Bartelt, Christian Rendezvous delivery: Utilizing autonomous electric vehicles to improve the efficiency of last mile parcel delivery in urban areas. 148-153 In: 2021 IEEE PerCom Workshops : PerAwareCity 2021, 6th IEEE Workshop on Pervasive Context-Aware Smart Cities and Intelligent Transportation Systems, March 22-26, 2021 in Kassel, Germany (2021) Piscataway, NJ PerAwareCity 2021 (Online) [Conference or workshop publication]

Wilken, Nils ORCID: 0000-0003-1336-245X ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 ; Bartelt, Christian Combining symbolic and data-driven methods for goal recognition. 428-429 In: 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) (2021) Piscataway, NJ PerCom'21 PhD Forum (Online) [Conference or workshop publication]

Wilken, Nils ORCID: 0000-0003-1336-245X ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Combining symbolic and statistical knowledge for goal recognition in smart home environments. 26-31 In: 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) (2021) Piscataway, NJ CoMoRea '21: 17th Workshop on Context and Activity Modeling and Recognition (Online) [Conference or workshop publication]

Göttlich, Simone ORCID: 0000-0002-8512-4525 ; Müller, Jann ; Weissen, Jennifer GPU‐accelerated simulation of a non‐local conservation law. Kuhl, Detlef ; Meister, Andreas ; Ricoeur, Andreas ; Wünsch, Olaf Proceedings in Applied Mathematics and Mechanics : PAMM 20 1 1-2 In: 91st Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM) : March 15-19, 2021, Kassel, Germany (2021) Weinheim [u.a.] GAMM 2021 - 91st Annual Meeting (Online) [Conference or workshop publication]

Schäfer, Bernhard ORCID: 0000-0003-4364-0086 ; Keuper, Margret ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2021) Arrow R-CNN for handwritten diagram recognition. International Journal on Document Analysis and Recognition : IJDAR Heidelberg ; Cham 24 3-17 [Article]

Frendo, Oliver ORCID: 0000-0001-9806-2039 (2021) Improving smart charging for electric vehicle fleets by integrating battery and prediction models. Mannheim [Doctoral dissertation]

Shigapov, Renat ORCID: 0000-0002-0331-2558 ; Schumm, Irene ORCID: 0000-0002-0167-3683 BERD: The knowledge graph of German companies. (2021) Wikibase in Knowledge Graph based Research Data Management (NFDI) Projects (Online) [Conference presentation]

Rovera, Marco ; Nanni, Federico ORCID: 0000-0003-2484-4331 ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 (2021) Event-based access to historical Italian war memoirs. ACM Journal on Computing and Cultural Heritage : JOCCH New York, NY 14 1, Article 2 1-23 [Article]

Pfannemüller, Martin ORCID: 0000-0003-4255-3482 (2021) A model-based runtime environment for adapting communication systems. Mannheim [Doctoral dissertation]

Freiknecht, Jonas (2021) Procedural content generation for games. Mannheim [Doctoral dissertation]

Burzlaff, Fabian ORCID: 0000-0003-0632-5933 ; Bartelt, Christian Knowledge-driven architecture composition: Assisting the system integrator to reuse integration knowledge. Lecture Notes in Computer Science 12706 305-319 In: ICWE 2021 : 21st International Conference on Web Engineering, Biarritz, France, May 18-21, 2021 ; proceedings (2021) Berlin [u.a.] ICWE 2021 (Online) [Conference or workshop publication]

Burzlaff, Fabian ORCID: 0000-0003-0632-5933 (2021) Knowledge-driven architecture composition. Mannheim [Doctoral dissertation]

Alhersh, Taha ORCID: 0000-0002-3673-5397 (2021) From motion to human activity recognition. Mannheim [Doctoral dissertation]

Heck, Melanie ORCID: 0000-0002-9601-0064 ; Edinger, Janick ; Bünemann, Jonathan ; Becker, Christian The subconscious director: Dynamically personalizing videos using gaze data. Hammond, Tracy 98-108 In: IUI '21: 26th International Conference on Intelligent User Interfaces : College Station TX, USA, April, 2021 (2021) New York, NY IUI '21 (Online) [Conference or workshop publication]

Heck, Melanie ORCID: 0000-0002-9601-0064 ; Edinger, Janick ; Bünemann, Jonathan ; Becker, Christian Exploring gaze-based prediction strategies for preference detection in dynamic interface elements. Scholer, Falk 129-139 In: CHIIR '21: ACM SIGIR Conference on Human Information Interaction and Retrieval : Canberra ACT, Australia, March, 2021 (2021) New York, NY CHIIR '21: 6th ACM SIGIR Conference (Online) [Conference or workshop publication]

Helmstetter, Stefan ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2021) Collecting a large scale dataset for classifying fake news tweets using weak supervision. Future Internet Basel 13 5 114 [Article]

Heck, Melanie ORCID: 0000-0002-9601-0064 ; Edinger, Janick ; Becker, Christian Conditioning gaze-contingent systems for the real world: Insights from a field study in the fast food industry. Kitamura, Yoshifumi ; Quigley, Aaron ; Isbister, Katherine ; Igarashi, Takeo Article 318, 1-7 In: CHI EA '21 : Extended abstracts of the 2021 CHI Conference on Human Factors in Computing Systems, May 8-13, 2021 Online Virtual Conference (originally Yokohama, Japan) (2021) New York, NY CHI '21 (Online) [Conference or workshop publication]

Bühler, Babette ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Web table classification based on visual features. Brambilla, Marco ; Chbeir, Richard ; Frasincar, Flavius ; Manolescu, Ioana Lecture Notes in Computer Science 12706 185-200 In: Web Engineering : 21st International Conference, ICWE 2021, Biarritz, France, May 18–21, 2021, Proceedings (2021) Berlin [u.a.] ICWE 2021 (Online) [Conference or workshop publication]

Kolthoff, Kristian ; Bartelt, Christian ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 Automated Retrieval of Graphical User Interface Prototypes from Natural Language Requirements. Lecture Notes in Computer Science 12801 376-384 In: NLDB 2021 : 26th International Conference on Natural Language & Information Systems, Saarbrücken, Germany, June 23–25, 2021 ; proceedings (2021) Berlin [u.a.] NLDB 2021 (Online) [Conference or workshop publication]

Diete, Alexander (2021) Towards multimodal activity recognition in complex scenarios. Mannheim [Doctoral dissertation]

Pernpeintner, Michael ORCID: 0000-0001-6939-1028 Toward a self-learning governance loop for competitive multi-attribute MAS. Endriss, Ulle ; Nowé, Anne ; Dignum, Frank ; Lomuscio, Alessio 1619-1621 In: AAMAS '21: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems : Richland, SC, Virtual Event United Kingdom, May, 2021 (2021) Richland, SC AAMAS 2021 (Online) [Conference or workshop publication]

Heist, Nicolas ORCID: 0000-0002-4354-9138 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Information extraction from co-occurring similar entities. Leskovec, Jure ; Grobelnik, Marko ; Najork, Marc ; Zia, Leila ; Tang, Jie 3999-4009 In: The Web Conference 2021 : Proceedings of the World Wide Web Conference WWW 2021 (2021) New York, NY [u.a.] WWW '21 (Ljubljana Slovenia) [Conference or workshop publication]

Pernpeintner, Michael ORCID: 0000-0001-6939-1028 Self-learning governance of competitive multi-agent systems. Tomforde, Sven ; Krupitzer, Christian ORCID: 0000-0002-7275-0738 Intelligent Embedded Systems 18 47-63 In: Organic Computing : Doctoral Dissertation Colloquium 2020 (2021) Kassel 9th Organic Computing Doctoral Dissertation Colloquium 2021 (Online) [Conference or workshop publication]

Schäfer, Bernhard ORCID: 0000-0003-4364-0086 ; Aa, Han van der ORCID: 0000-0002-4200-4937 ; Leopold, Henrik ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Sketch2BPMN: Automatic recognition of hand-drawn BPMN models. La Rosa, Marcello ; Sadiq, Shazia ; Teniente, Ernest Lecture Notes in Computer Science 12751 344-360 In: Advanced Information Systems Engineering : 33rd International Conference, CAiSE 2021, Melbourne, VIC, Australia, June 28 - July 2, 2021, proceedings (2021) Berlin [u.a.] CAISE 2021 (Online) [Conference or workshop publication]

Shigapov, Renat ORCID: 0000-0002-0331-2558 Wikibase knowledge graphs for data management & data science. (2021) Data Literacy Snacks 2021 in BERD@BW (Online) [Conference presentation]

Heck, Melanie ORCID: 0000-0002-9601-0064 ; Sonntag, Paulina ; Becker, Christian Is this really relevant? A guide to best practice gaze-based relevance prediction research. Masthoff, Judith ; Herder, Eelco ; Tintarev, Nava ; Tkalčič, Marko 220-228 In: UMAP '21: 29th ACM Conference on User Modeling, Adaptation and Personalization : Utrecht Netherlands, 21 June, 2021- 25 June, 2021 (2021) New York, NY UMAP '21 (Online) [Conference or workshop publication]

Breitbach, Martin ORCID: 0000-0001-6671-2762 ; Edinger, Janick ; Kaupmees, Siim ; Trötsch, Heiko ; Krupitzer, Christian ORCID: 0000-0002-7275-0738 ; Becker, Christian Voltaire: precise energy-aware code offloading decisions with machine learning. 1-10 In: 19th IEEE International Conference on Pervasive Computing and Communications, PerCom 2021, Kassel, Germany, March 22-26, 2021 (2021) Kassel PerCom 2021 (Online) [Conference or workshop publication]

Breitbach, Martin ORCID: 0000-0001-6671-2762 ; Edinger, Janick ; Kaupmees, Siim ; Trötsch, Heiko ; Krupitzer, Christian ORCID: 0000-0002-7275-0738 ; Becker, Christian Artifact: Voltaire: precise energy-aware code offloading decisions with machine learning. 442-443 In: 19th IEEE International Conference on Pervasive Computing and CommunicationsWorkshops and other Affiliated Events, PerCom Workshops 2021, Kassel,Germany, March 22-26, 2021 (2021) Kassel PerCom Workshops 2021 (Online) [Conference or workshop publication]

Breitbach, Martin ORCID: 0000-0001-6671-2762 ; Edinger, Janick ; Schäfer, Dominik ; Becker, Christian DataVinci: proactive data placement for ad-hoc computing. 866-873 In: 2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) : June 17 2021 to June 21 2021 Portland, OR, USA (2021) Piscataway, NJ IPDPSW 2021 (Portland, OR, Online) [Conference or workshop publication]

Peeters, Ralph ORCID: 0000-0003-3174-2616 ; Bizer, Christian ORCID: 0000-0003-2367-0237 Dual-objective fine-tuning of BERT for entity matching. Proceedings of the VLDB Endowment 14,10 1913-1921 In: 47th International Conference on Very Large Data Bases (VLDB 2021) : Copenhagen, Denmark, August 16-20, 2021 (2021) New York, NY VLDB 2021, 47th International Conference on Very Large Data Bases (København, Denmark, Hybrid) [Conference or workshop publication]

Edinger, Janick ; Breitbach, Martin ORCID: 0000-0001-6671-2762 ; Gabrisch, Niklas ; Schäfer, Dominik ; Becker, Christian ; Rizk, Amr Decentralized low-latency task scheduling for ad-hoc computing. 776-785 In: 35th IEEE International Parallel & Distributed Processing Symposium : May 17-21, 2021 (2021) Piscataway, NJ IPDPS 2021 (Online) [Conference or workshop publication]

Sola, Diana ORCID: 0000-0001-5688-1730 ; Meilicke, Christian ORCID: 0000-0002-0198-5396 ; Aa, Han van der ORCID: 0000-0002-4200-4937 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 A rule-based recommendation approach for business process modeling. La Rosa, Marcello ; Sadiq, Shazia ; Teniente, Ernest Lecture Notes in Computer Science 12751 328-343 In: Advanced information systems engineering : 33rd International Conference, CAiSE 2021, Melbourne, VIC, Australia, June 28 – July 2, 2021, proceedings (2021) Berlin [u.a.] CAISE 2021 (Online) [Conference or workshop publication]

Sola, Diana ORCID: 0000-0001-5688-1730 Towards a rule-based recommendation approach for business process modeling. Hacid, Hakim Lecture Notes in Computer Science 12632 25-31 In: Service-oriented computing – ICSOC 2020 Workshops : AIOps, CFTIC, STRAPS, AI-PA, AI-IOTS, and Satellite Events, Dubai, United Arab Emirates, December 14-17, 2020 : proceedings (2021) Berlin [u.a.] ICSOC 2020 (online) [Conference or workshop publication]

Oberste, Luis ; Aydingül, Okan ; Jussupow, Ekaterina ORCID: 0000-0002-3009-076X ; Heinzl, Armin When every minute matters : using predictive analytics of intervention durations to support hospital scheduling. PACIS Proceedings 2021, 221 1-9 In: PACIS 2021 : Pacific Asia Conference on Information Systems, 12th to 14th July 2021, Dubai (2021) Atlanta, GA PACIS 2021 (Online) [Conference or workshop publication]

Hake, Philip ; Rehse, Jana-Rebecca ORCID: 0000-0001-5707-6944 ; Fettke, Peter (2021) Toward automated support of complaint handling processes: an application in the medical technology industry. Journal on Data Semantics : JoDS Berlin [u.a.] 10 1-2 41-56 [Article]

Shigapov, Renat ORCID: 0000-0002-0331-2558 RaiseWikibase: Towards fast data import into Wikibase. (2021) 2nd Workshop on Wikibase in Knowledge Graph based Research Data Management (NFDI) Projects (Online) [Conference presentation]

Bucher, Tabea-Clara ; Jiang, Xuehui ; Meyer, Ole ; Waitz, Stephan ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Scikit-learn pipelines meet knowledge graphs. Verborgh, Ruben ; Dimou, Anastasia ; Hogan, Aidan ; d'Amato, Claudia ; Tiddi, Ilaria ; Bröring, Arne ; Maier, Simon ; Ongenae, Femke ; Tommasini, Riccardo ; Alam, Mehwish Lecture Notes in Computer Science 12739 9-14 In: The semantic web: ESWC 2021 Satellite Events : virtual event, June 6-10, 2021, revisted selected papers (2021) Berlin [u.a.] ESWC 2021 (Online) [Conference or workshop publication]

Brinkmann, Alexander ORCID: 0000-0002-9379-2048 ; Bizer, Christian ORCID: 0000-0003-2367-0237 (2021) Improving hierarchical product classification using domain-specific language modelling. Bulletin of the Technical Committee on Data Engineering / IEEE Computer Society Washington, DC 44 2 14-25 [Article]

Verborgh, Ruben ; Hose, Katja ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Champin, Pierre-Antoine ; Maleshkova, Maria ; Corcho, Oscar ; Ristoski, Petar ; Alam, Mehwish (2021) The semantic web - 18th international conference, ESWC 2021, virtual event, June 6-10, 2021, proceedings. Lecture Notes in Computer Science Berlin [u.a.] 12731 [Book]

Glavaš, Goran ; Vulić, Ivan Is supervised syntactic parsing beneficial for language understanding tasks? An empirical investigation. Merlo, Paola ; Tiedemann, Jörg ; Tsarfaty, Reut 3090-3104 In: The 16th Conference of the European Chapter of the Association for Computational Linguistics, proceedings of the conference : April 19 - 23, 2021 (2021) Stroudsburg, PA EACL 2021 (Online) [Conference or workshop publication]

Litschko, Robert ; Vulić, Ivan ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Glavaš, Goran Evaluating multilingual text encoders for unsupervised cross-lingual retrieval. Hiemstra, Djoerd ; Moens, Marie-Francine ; Mothe, Josiane ; Perego, Raffaele ; Potthast, Martin ; Sebastiani, Fabrizio Lecture Notes in Computer Science 12656 342-358 In: Advances in information retrieval : 43rd European Conference on IR Research, ECIR 2021, virtual event, March 28 – April 1, 2021, proceedings, part I (2021) Berlin [u.a.] ECIR 2021 (Online) [Conference or workshop publication]

Lauscher, Anne (2021) Language representations for computational argumentation. Mannheim [Doctoral dissertation]

Kutzner, Florian ; Kacperski, Celina ; Schramm, Diana ; Waenke, Michaela (2021) How far can we get with eco driving tech? Journal of Environmental Psychology Amsterdam [u.a.] 76 Article 101626 1-5 [Article]

Glavaš, Goran ; Ganesh, Ananya ; Somasundaran, Swapna Training and domain adaptation for supervised text segmentation. Burstein, Jill ; Horbach, Andrea ; Kochmar, Ekaterina ; Laarmann-Quante, Ronja ; Leacock, Claudia ; Madnani, Nitin ; Pilán, Ildikó ; Yannakoudakis, Helen ; Zesch, Torsten 110-116 In: Innovative use of NLP for building educational applications, proceedings of the 16th Workshop [BEA 2021] : April 20, 2021, co-located with EACL 2021 (2021) Stroudsburg, PA BEA 2021 (Online) [Conference or workshop publication]

Yamamoto, Shintaro ; Lauscher, Anne ORCID: 0000-0001-8590-9827 ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Glavaš, Goran ; Morishima, Shigeo Self-supervised learning for visual summary identification in scientific publications. Frommholz, Ingo ; Mayr, Philipp ORCID: 0000-0002-6656-1658 ; Cabanac, Guillaume ; Verberne, Suzan CEUR Workshop Proceedings 2847 5-19 In: BIR 2021, Proceedings of the 11th International Workshop on Bibliometric-Enhanced Information Retrieval, co-located with 43rd European Conference on Information Retrieval (ECIR 2021), Lucca, Italy (online only), April 1st, 2021 (2021) Aachen, Germany BIR 2021 (Online) [Conference or workshop publication]

Schüller, Leon ; Wilhelm, Florian ; Kreiling, Nico ; Glavaš, Goran Windowing models for abstractive summarization of long texts. Hiemstra, Djoerd ; Moens, Marie-Francine ; Mothe, Josiane ; Perego, Raffaele ; Potthast, Martin ; Sebastiani, Fabrizio Lecture Notes in Computer Science 12657 384-392 In: Advances in information retrieval : 43rd European Conference on IR Research, ECIR 2021, virtual event, March 28 - April 1, 2021, proceedings, part II (2021) Berlin [u.a.] ECIR 2021 (Online) [Conference or workshop publication]

Voit, Michael Matthias ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Bias in knowledge graphs - An empirical study with movie recommendation and different language editions of DBpedia. Gromann, Dagmar ; Sérasset, Gilles ; Declerck, Thierry ; McCra, John P. ; Gracia, Jorge ; Bosque-Gil, Julia ; Bobillo, Fernando ; Heinisch, Barbara Open Access Series in Informatics : OASIcs 93, Article 14 14:1-14:13 In: 3rd Conference on Language, Data and Knowledge (LDK 2021) : September 1–3, 2021, Zaragoza, Spain (2021) Wadern Conference on Language, Data and Knowledge (Zaragoza, Spain) [Conference or workshop publication]

Nolle, Andreas (2021) Federated knowledge base debugging in DL-Lite A. Mannheim [Doctoral dissertation]

Schumacher, Clara ORCID: 0000-0001-9213-4257 ; Ifenthaler, Dirk ORCID: 0000-0002-2446-6548 Investigating students' perceived benefits of system- vs. teacher-based learning analytics feedback. 57 (2021) 19th Biennial EARLI Conference 2019 : Education and Citizenship: Learning and Instruction and the Shaping of Futures (Online) [Conference presentation]

Biswas, Russa ; Sofronova, Radina ; Alam, Mehwish ; Heist, Nicolas ORCID: 0000-0002-4354-9138 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Sack, Harald Do judge an entity by its name! Entity typing using language models. Lecture Notes in Computer Science 12739 65-70 In: The Semantic Web: ESWC 2021 Satellite Events : virtual event, June 6–10, 2021, revised selected papers (2021) Berlin [u.a.] ESWC 2021 (Online) [Conference or workshop publication]

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Hladik, Michael ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 FinMatcher at FinSim-2: hypernym detection in the financial services domain using knowledge graphs. Leskovec, Jure ; Grobelnik, Marko ; Najork, Marc ; Tang, Jie ; Zia, Leila 293-297 In: Companion Proceedings of the Web Conference 2021 (2021) New York, NY, USA WWW '21 (Online) [Conference or workshop publication]

Alturki, Sarah ORCID: 0000-0003-4264-1490 ; Alturki, Nazik (2021) Using educational data mining to predict students' academic performance for applying early interventions. Journal of Information Technology Education : JITE. Innovations in Practice : IIP Santa Rosa, CA 20 121-137 [Article]

Heist, Nicolas ORCID: 0000-0002-4354-9138 ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Ringler, Daniel ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2021) Wissensgraphen im Web : Überblick und Vergleich. Ege, Börteçin ; Paschke, Adrian Semantische Datenintelligenz im Einsatz Wiesbaden 127-151 [Book chapter]

Schäfer, Bernhard ORCID: 0000-0003-4364-0086 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 DiagramNet: hand-drawn diagram recognition using visual arrow-relation detection. Lladós, Joseph ; Lopresti, Daniel ; Uchida, Seiichi Lecture Notes in Computer Science 12821 614-630 In: Document Analysis and Recognition – ICDAR 2021 : 16th International Conference, Lausanne, Switzerland, September 5–10, 2021, Proceedings, Part I (2021) Berlin [u.a.] ICDAR 2021, International Conference on Document Analysis and Recognition (Lausanne, Switzerland) [Conference or workshop publication]

Alhersh, Taha ORCID: 0000-0002-3673-5397 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 ; Rehman, Atiq Ur ; Brahim Belhaouari, Samir (2021) Learning human activity from visual data using deep learning. IEEE Access New York, NY 9 106245-106253 [Article]

Pernpeintner, Michael ORCID: 0000-0001-6939-1028 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Governing black-box agents in competitive multi-agent systems. Rosenfeld, Ariel ; Talmon, Nimrod Lecture Notes in Computer Science 12802 19-36 In: Multi-Agent Systems : 18th European Conference, EUMAS 2021, virtual event, June 28–29, 2021, revised selected papers (2021) Berlin [u.a.] 18th European Conference on Multi-Agent Systems, EUMAS 2021 (online) [Conference or workshop publication]

Meilicke, Christian ORCID: 0000-0002-0198-5396 ; Betz, Patrick ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Why a naive way to combine symbolic and latent knowledge base completion works surprisingly well. 1-26 In: 3rd Conference on Automated Knowledge Base Construction (2021) Online AKBC 2021 (Online) [Conference or workshop publication]

Betz, Patrick ; Niepert, Mathias ; Minervini, Pasquale ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Backpropagating through Markov Logic Networks. d'Avila Garcez, Artur ; Jiménez-Ruiz, Ernesto CEUR Workshop Proceedings 2986 In: Proceedings of 15th International Workshop on Neural-Symbolic Learning and Reasoning as part of the 1st International Joint Conference on Learning & Reasoning (IJCLR 2021) Virtual conference, October 25-27, 2021. (2021) Aachen, Germany NESY'20/21@IJCLR (Online) [Conference or workshop publication]

Armknecht, Frederik ORCID: 0009-0003-9935-8095 ; Bohli, Jens-Matthias ; Karame, Ghassan O. ; Li, Wenting (2021) Outsourcing proofs of retrievability. IEEE Transactions on Cloud Computing New York, NY 9 1 286-301 [Article]

Plotz, Sebastian ; Armknecht, Frederik ORCID: 0009-0003-9935-8095 ; Bunse, Christian How to take over drones. Jiannong, Cao 526-536 In: Proceedings of the 2021 ACM Asia Conference on Computer and Communications Security (2021) New York, NY AsiaCCS 2021 (Online) [Conference or workshop publication]

Armknecht, Frederik ORCID: 0009-0003-9935-8095 ; Bohli, Jens-Matthias ; Karame, Ghassan O. ; Li, Wenting Regulating storage overhead in existing PoW-based blockchains. Lobo, Jorge ; Di Pietro, Roberto ; Cowdhury, Omar ; Hu, Hongxin 131-142 In: SACMAT '21 : proceedings of the 26th ACM Symposium on Access Control Models and Technologies : virtual event, Spain, June 16-18, 2021 (2021) New York, NY SACMAT '21 (Online) [Conference or workshop publication]

Schlechtinger, Michael ORCID: 0000-0002-4181-3900 ; Kosack, Damaris ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Fetzer, Thomas Winning at any cost - infringing the cartel prohibition with reinforcement learning. Dignum, Frank ; Corchado, Juan Manuel ; De la Prieta, Fernando Lecture Notes in Computer Science 12946 255-266 In: Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good : The PAAMS collection, 19th international conference, PAAMS 2021, Salamanca, Spain, October 6-8, 2021, proceedings (2021) Berlin [u.a.] PAAMS (19. : 2021) (Salamanca, Spain) [Conference or workshop publication]

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Hladik, Michael ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Background knowledge in schema matching: Strategy vs. data. Hotho, Andreas ; Blomqvist, Eva ; Dietze, Stefan ; Fokoue, Achille ; Ding, Ying ; Barnaghi, Payam ; Haller, Armin ; Dragoni, Mauro ; Alani, Harith Lecture Notes in Computer Science 12922 287-303 In: The Semantic Web – ISWC 2021 : 20th International Semantic Web Conference, ISWC 2021, virtual event, October 24–28, 2021, proceedings (2021) Berlin [u.a.] ISWC 2021 (20, 2021) (online) [Conference or workshop publication]

Hertling, Claus ; Krause, Matthias ; Schmidt, Martin U. ORCID: 0000-0002-1775-4701 (2021) Innovation, Interdisziplinarität und Internationalität: Die Fakultät für Wirtschaftsinformatik und Wirtschaftsmathematik. Borgstedt, Angela ; Eichfelder, Sandra ; Gassert, Philipp Eine Universität für die Gesellschaft : 75 Jahre Neubegründung Wirtschaftshochschule und Universität Mannheim Ubstadt-Weiher 129-132 [Book chapter]

Rishyna, Sophia (2021) Von RUM zu UNIT: Die Universitäts-IT. Borgstedt, Angela ; Eichfelder, Sandra ; Gassert, Philipp Eine Universität für die Gesellschaft : 75 Jahre Neubegründung Wirtschaftshochschule und Universität Mannheim Ubstadt-Weiher 205-209 [Book chapter]

Primpeli, Anna ORCID: 0000-0002-1783-2482 ; Bizer, Christian ORCID: 0000-0003-2367-0237 Graph-boosted active learning for multi-source entity resolution. Hotho, Andreas ; Blomqvist, Eva ; Dietze, Stefan ; Fokoue, Achille ; Ding, Ying ; Barnaghi, Payam ; Haller, Armin ; Dragoni, Mauro ; Alani, Harith Lecture Notes in Computer Science 12922 182-199 In: The Semantic Web – ISWC 2021 : 20th international semantic web conference, ISWC 2021, virtual event, October 24–28, 2021, proceedings (2021) Berlin [u.a.] ISWC 2021 (20, 2021) (online) [Conference or workshop publication]

Fallon, Monica ORCID: 0000-0001-5007-1294 ; Schmidt, Konstantin ; Aydingül, Okan ; Heinzl, Armin Feedback messages during goal pursuit: The dynamic impact on mHealth use. Valacich, Joseph S. ; Barua, Anitesh 1-17 In: ICIS 2021 Proceedings (2021) ICIS 2021 (Austin, TX, Hybrid) [Conference or workshop publication]

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Putting RDF2vec in order. Seneviratne, Oshani ; Pesquita, Catia ; Sequeda, Juan ; Etcheverry, Lorena CEUR Workshop Proceedings 2980 1-5 In: International Semantic Web Conference (ISWC) 2021: posters, demos and industry tracks: proceedings (2021) Aachen, Germany ISWC 2021 (Online) [Conference or workshop publication]

Steenwinckel, Bram ; Vandewiele, Gilles ; Bonte, Pieter ; Weyns, Michael ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Ristoski, Petar ; De Turck, Filip ; Ongenae, Femke Walk extraction strategies for node embeddings with RDF2Vec in knowledge graphs. Kotsis, Gabriele ; Tjoa, A. Min ; Khalil, Ismail ; Moser, Bernhard ; Mashkoor, Atif ; Sametinger, Johannes ; Fensel, Anna ; Martinez-Gil, Jorge ; Fischer, Lukas ; Czech, Gerald ; Sobieczky, Florian ; Khan, Sohail Communications in Computer and Information Science 1479 70-80 In: Database and expert systems applications - DEXA 2021 Workshops : BIOKDD, IWCFS, MLKgraphs, AI-CARES, ProTime, AISys 2021, virtual event, September 27–30, 2021, proceedings (2021) Cham DEXA 2021 (Online) [Conference or workshop publication]

Brockmeier, Malte ; Liu, Yawen ; Pateer, Sunita ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 On-demand and lightweight knowledge graph generation - a demonstration with DBpedia. Tiddi, Ilaria ; Maleshkova, Maria ; Pellegrini, Tassilo ; Boer, Victor de CEUR Workshop Proceedings 2941 1-5 In: Joint proceedings of the Semantics co-located events: Poster&Demo track and Workshop on Ontology-Driven Conceptual Modelling of Digital Twins co-located with Semantics 2021, Amsterdam and Online, September 6-9, 2021 (2021) Aachen, Germany Semantics 2021 (Amsterdam, The Netherlands) [Conference or workshop publication]

Weller, Tobias ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Evidential relational-graph convolutional networks for entity classification in knowledge graphs. Demartini, Gianluca ; Zuccon, Guido 3533-3537 In: CIKM '21 : Proceedings of the 30th ACM International Conference on Information & Knowledge Management (2021) New York, NY CIKM '21 (Online) [Conference or workshop publication]

Weller, Tobias ; Acosta, Maribel Predicting instance type assertions in knowledge graphs using stochastic neural networks. Demartini, Gianluca ; Zuccon, Guido ; Culpepper, J. Shane ; Huang, Zi ; Tong, Hanghang 2111-2118 In: CIKM '21 : proceedings of the 30th ACM International Conference on Information & Knowledge Management (2021) New York, NY CIKM '21 (Online) [Conference or workshop publication]

Rehbein, Ines ; Ruppenhofer, Josef ; Bernauer, Julian Who is we? Disambiguating the referents of first person plural pronouns in parliamentary debates. Evang, Kilian ; Kallmeyer, Laura ; Osswald, Rainer ; Waszczuk, Jakub ; Zesch, Torsten 147-158 In: Proceedings of the 17th conference on natural language processing (KONVENS 2021) (2021) Düsseldorf, Germany KONVENS 2021 (Düsseldorf, Germany) [Conference or workshop publication]

Rehbein, Ines ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Adendorf, Anna ; Bahnsen, Oke ORCID: 0000-0003-3198-2804 ; Stoetzer, Lukas F. ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Come hither or go away? Recognising pre-electoral coalition signals in the news. Moens, Marie-Francine ; Huang, Xuanjing ; Specia, Lucia ; Yih, Scott Wen-tau 7798-7810 In: Proceedings of the 2021 conference on empirical methods in natural language processing (EMNLP 2021) (2021) Punta Cana, Dominican Republic EMNLP 2021 (Punta Cana, Dominican Republic, online) [Conference or workshop publication]

Sánchez-Junquera, Javier ; Chulvi, Berta ; Rosso, Paolo ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 (2021) How do you speak about immigrants? Taxonomy and stereoImmigrants dataset for identifying stereotypes about immigrants. Applied Sciences Basel 11 8, Article 3610 1-27 [Article]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Order matters: Matching multiple knowledge graphs. Gentile, Anna Lisa 113-120 In: K-CAP '21: Proceedings of the 11th on Knowledge Capture Conference (2021) New York, NY K-CAP '21 (Online) [Conference or workshop publication]

Pethig, Florian ORCID: 0000-0002-6001-2391 ; Kroenung, Julia ; Noeltner, Markus (2021) A stigma power perspective on digital government service avoidance. Government Information Quarterly New York, NY ; Amsterdam 38 2, Article 101545 1-13 [Article]

Dietz, Johann ; Glaser, Karoline ; Höhle, Hartmut ORCID: 0000-0001-8117-0105 Uncertainty reducing and handling strategies in ML development projects. Valacich, Joe ; Barua, Anitesh ; Wright, Ryan ; Kankanhalli, Atreyi ; Li, Xitong ; Miranda, Shaila 1-17 In: Proceedings of the 42nd International Conference on Information Systems, ICIS 2020, Building Sustainability and Resilience with IS: A Call for Action, Austin, Texas, December 12-15, 2021 (2021) Atlanta, GA ICIS 2021 (Austin, TX, Hybrid) [Conference or workshop publication]

Bácsi, Sándor ; Lange, Arne ORCID: 0000-0002-1776-0247 ; Kühne, Thomas ; Mezei, Gergely ; Atkinson, Colin ORCID: 0000-0002-3164-5595 Melanee and DMLA – A contribution to the MULTI 2021 collaborative comparison challenge. 556-565 In: 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C) : proceedings (2021) Piscataway, NJ MODELS-C 2021 (Online) [Conference or workshop publication]

Brendle, Michael ; Weber, Nick ; Valyiev, Mahammad ; May, Norman ; Schulze, Robert ; Böhm, Alexander ; Moerkotte, Guido ; Grossniklaus, Michael Precise, compact, and fast data access counters for automated physical database design. Sattler, Kai-Uwe ; Herschel, Melanie ; Lehner, Wolfgang GI-Edition : Lecture Notes in Informatics. Proceedings 311 79-100 In: Datenbanksysteme für Business, Technologie und Web (BTW 2021) : 13.-17. September 2021 in Dresden, Deutschland (2021) Bonn BTW 2021, Online Lecture Series (Online) [Conference or workshop publication]

Müller, Magnus ; Flachs, Daniel ; Moerkotte, Guido Memory-efficient key/Foreign-key join size estimation via multiplicity and intersection size. Ailamaki, Anastasia ; Garofalakis, Minos N. 984-995 In: 2021 IEEE 37th International Conference on Data Engineering (ICDE) (2021) Chania ICDE 2021 (Online) [Conference or workshop publication]

Hertzschuch, Axel ; Moerkotte, Guido ; Lehner, Wolfgang ; May, Norman ; Wolf, Florian ; Fricke, Lars Small selectivities matter: Lifting the burden of empty samples. Li, Guoliang ; Li, Zhanhuai 697-709 In: Proceedings of the 2021 International Conference on Management of Data : SIGMOD/PODS '21 (2021) New York, NY SIGMOD/PODS '21 (Online) [Conference or workshop publication]

Atkinson, Colin ORCID: 0000-0002-3164-5595 ; Tunjic, Christian (2021) A deep view-point language and framework for projective modeling. Information Systems : IS Amsterdam 101 Article 101440 [Article]

Atkinson, Colin ORCID: 0000-0002-3164-5595 ; Tunjic, Christian ; Lange, Arne ORCID: 0000-0002-1776-0247 Controlling view editability in projection-based modeling environments. Bilof, Randall 152-161 In: 2021 IEEE 25th International Enterprise Distributed Object Computing Conference (EDOC) : 25−29 October 2021, Gold Coast, Australia : proceedings (2021) Piscataway, NJ EDOC 2021 (Online) [Conference or workshop publication]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Portisch, Jan ORCID: 0000-0001-5420-0663 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Matching with transformers in MELT. Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR Workshop Proceedings 3063 13-24 In: OM 2021, Ontology Matching 2021 : Proceedings of the 16th International Workshop on Ontology Matching, co-located with the 20th International Semantic Web Conference (ISWC 2021), virtual conference, October 25, 2021 (2021) Aachen, Germany OM 2021 (Online) [Conference or workshop publication]

Iana, Andreea ORCID: 0000-0002-7248-7503 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 GraphConfRec: A Graph Neural Network-Based Conference Recommender System. Downie, J. Stephen 90-99 In: 2021 ACM/IEEE Joint Conference on Digital Libraries (JCDL), Sept. 27 2021 to Sept. 30 2021, Champaign, IL, USA : conference proceedings (2021) New York, NY JCDL 2021 (Online) [Conference or workshop publication]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ATBox results for OAEI 2021. Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR Workshop Proceedings 3063 137-143 In: OM 2021, Ontology Matching 2021 : Proceedings of the 16th International Workshop on Ontology Matching, co-located with the 20th International Semantic Web Conference (ISWC 2021), virtual conference, October 25, 2021 (2021) Aachen, Germany OM 2021 (Online) [Conference or workshop publication]

Abd Nikooie Pour, Mina ; Algergawy, Alsayed ; Amardeilh, Florence ; Amini, Reihaneh ; Fallatah, Omaima ; Faria, Daniel ; Fundulaki, Irini ; Harrow, Ian ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Hitzler, Pascal ; Huschka, Martin ; Ibanescu, Liliana ; Jiménez-Ruiz, Ernesto ; Karam, Naouel ; Laadhar, Amir ; Lambrix, Patrick ; Li, Huanyu ; Li, Ying ; Michel, Franck ; Nasr, Engy ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Pesquita, Catia ; Portisch, Jan ORCID: 0000-0001-5420-0663 ; Roussey, Catherine ; Saveta, Tzanina ; Shvaiko, Pavel ; Splendiani, Andrea ; Trojahn, Cássia ; Vataščinová, Jana ; Yaman, Beyza ; Zamazal, Ondrej ; Zhou, Lu Results of the Ontology Alignment Evaluation Initiative 2021. Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR Workshop Proceedings 3063 62-108 In: OM 2021, Ontology Matching 2021 : Proceedings of the 16th International Workshop on Ontology Matching, co-located with the 20th International Semantic Web Conference (ISWC 2021), virtual conference, October 25, 2021 (2021) Aachen, Germany OM 2021 (Online) [Conference or workshop publication]

Hoffmann, Lars ORCID: 0000-0002-9667-0310 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 Knowledge injection via ML-based initialization of neural networks. Cong, Gao ; Ramanath, Maya CEUR Workshop Proceedings 3052 1-6 In: Proceedings of the CIKM 2021 Workshops (CIKMW 2021) co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021) : Gold Coast, Queensland, Australia, November 1-5,2021 (2021) Aachen, Germany KINN 2021, 1st Workshop on Knowledge Injection in Neural Networks (KINN) (Online) [Conference or workshop publication]

Machado, Rafael Ravedutti L. ; Schmitt, Jonas ; Eibl, Sebastian ; Eitzinger, Jan ; Leißa, Roland ORCID: 0000-0002-2444-6782 ; Hack, Sebastian ; Pérard-Gayot, Arsène ; Membarth, Richard ; Köstler, Harald (2021) TinyMD: Mapping molecular dynamics simulations to heterogeneous hardware using partial evaluation. Journal of Computational Science Amsterdam [u.a.] 54 Article 101425 111 [Article]

Amiri, Puya ; Pérard-Gayot, Arsène ; Membarth, Richard ; Slusallek, Philipp ; Leißa, Roland ORCID: 0000-0002-2444-6782 ; Hack, Sebastian FLOWER: A comprehensive dataflow compiler for high-level synthesis. Sinnen, Oliver ; Koch, Andreas ; Zhang, Wei 1-9 In: 2021 International Conference on Field-Programmable Technolgy : ICFPT (2021) Piscataway, NJ ICFPT 2021, International Conference on Field-Programmable Technology (Auckland, New Zealand) [Conference or workshop publication]

Brückner, Sebastian ; Lemmerich, Florian ; Strohmaier, Markus ORCID: 0000-0002-5485-5720 Inferring sociodemographic attributes of Wikipedia editors: State-of-the-art and implications for editor privacy. Leskovec, Jure ; Grobelnik, Marko ; Najork, Marc ; Tang, Jie ; Zia, Leila 616-622 In: The Web Conference 2021 : Companion of The World Wide Web Conference WWW 2021, April 19–23, 2021 Ljubljana, Slovenia (2021) New York, NY WWW '21 (Ljubljana, Slovenia, Hybrid) [Conference or workshop publication]

Ahnert, Georg ORCID: 0009-0009-7286-3589 ; Smirnov, Ivan ORCID: 0000-0002-8347-6703 ; Lemmerich, Florian ; Wagner, Claudia ; Strohmaier, Markus ORCID: 0000-0002-5485-5720 The FairCeptron: A framework for measuring human perceptions of algorithmic fairness. Masthoff, Judith ; Herder, Eelco ; Tintarev, Nava ; Tkalčič, Marko 401-403 In: UMAP ’21 : adjunct publication of the 29th ACM Conference on User Modeling, Adaptation and Personalization : June 21–25, 2020, Utrecht, Netherlands (2021) New York, NY UMAP '21 (Online) [Conference or workshop publication]

Moldon, Lukas ; Strohmaier, Markus ORCID: 0000-0002-5485-5720 ; Wachs, Johannes How gamification affects software developers: Cautionary evidence from a natural experiment on GitHub. Juristo, Natalia 549-561 In: 2021 IEEE/ACM 43rd International Conference on Software Engineering : ICSE 2021, virtual (originally Madrid, Spain) 25-28 May 2021, proceedings (2021) Piscataway, NJ ICSE 2021 (Online) [Conference or workshop publication]

Mattern, Justus ; Qiao, Yu ; Kerz, Elma ; Wiechmann, Daniel ; Strohmaier, Markus ORCID: 0000-0002-5485-5720 FANG-COVID: A new large-scale benchmark dataset for fake news detection in German. Aly, Rami ; Christodoulopoulos, Christos ; Cocarascu, Oana ; Guo, Zhijiang ; Mittal, Arpit ; Schlichtkrull, Michael ; Thorne, James ; Vlachos, Andreas 78-91 In: FEVER : Fact Extraction and VERification - proceedings of the fourth workshop, November 10, 2021, Punta Cana, Dominican Republic : EMNLP 2021 (2021) Stroudsburg, PA FEVER 2021 (Punta Cana, Dominican Republic, Hybrid) [Conference or workshop publication]

Stamm, Felix I. ; Becker, Martin ; Strohmaier, Markus ORCID: 0000-0002-5485-5720 ; Lemmerich, Florian Redescription Model Mining. Zhu, Feida ; Ooi, Beng Chin ; Miao, Chunyan ; Tang, Jiliang ; Derr, Tyler 1521-1529 In: KDD ’21 : Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, August 14–18, 2021, virtual event, Singapore (2021) New York, NY KDD '21 (Online) [Conference or workshop publication]

Heist, Nicolas ORCID: 0000-0002-4354-9138 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 The CaLiGraph ontology as a challenge for OWL reasoners. Singh, Gunjan ; Mutharaju, Raghava ; Kapanipathi, Pavan CEUR Workshop Proceedings 3123 21-31 In: Semantic Reasoning Evaluation Challenge 2021 : proceedings of the Semantic Reasoning Evaluation Challenge (SemREC 2021), co-located with the 20th International Semantic Web Conference (ISWC 2021); virtual event, October 27th, 2021 (2021) Aachen, Germany SemREC 2021 (Online) [Conference or workshop publication]

Seeger, Anna-Maria ; Heinzl, Armin Chatbots often fail! Can anthropomorphic design mitigate trust loss in conversational agents for customer service? Rowe, Frantz ; El Amrani, Redouane ; Limayem, Moez European Conference on Information Systems : ECIS 2021, Paper 12 1-20 In: ECIS 2021 : Proceedings of the Twenty-Ninth European Conference on Information Systems : a virtual AIS Conference, June 14 - 16, 2021 (2021) Atlanta, GA ECIS 2021 (Online) [Conference or workshop publication]

Nanni, Federico ORCID: 0000-0003-2484-4331 ; Glavaš, Goran ; Rehbein, Ines ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2021) Political text scaling meets computational semantics. ACM/IMS Transactions on Data Science : TDS New York, NY 2 4, Article 29 1-27 [Article]

Spreitzenbarth, Jan ORCID: 0000-0002-8282-047X Supplier selection with AI-based TCO models: Cost prediction case study in an automotive OEM. 1362-1384 In: 65th AACE international Conference & Expo 2021 (2021) Red Hook, NY 65th AACE International Conference & Expo 2021 (Online) [Conference or workshop publication]

Spreitzenbarth, Jan ORCID: 0000-0002-8282-047X Methods of artificial intelligence in procurement: A conceptual literature review. (2021) IPSERA Doctoral Workshop 2021 (Online) [Conference presentation]

Spreitzenbarth, Jan ORCID: 0000-0002-8282-047X KI 2021 DC: AI Methods in Procurement. (2021) KI 2021, 44th German Conference on Artificial Intelligence, Early Career Research Consortium (Berlin, Germany, Online) [Conference presentation]

Shigapov, Renat ORCID: 0000-0002-0331-2558 ; Mechnich, Jörg ORCID: 0000-0002-6406-4906 ; Schumm, Irene ORCID: 0000-0002-0167-3683 RaiseWikibase: Fast inserts into the BERD Instance. Verborgh, Ruben ; Dimou, Anastasia ; Hogan, Aidan ; d'Amato, Claudia ; Tiddi, Ilaria ; Bröring, Arne ; Mayer, Simon ; Ongenae, Femke ; Tommasini, Riccardo ; Alam, Mehwish Lecture Notes in Computer Science 12739 60-64 In: The Semantic Web: ESWC 2021 Satellite Events : Virtual event, June 6–10, 2021, revised selected papers (2021) Berlin [u.a.] ESWC 2021 (Online) [Conference or workshop publication]

Gehrlein, Sabine ORCID: 0000-0003-3800-5205 ; Schumm, Irene ORCID: 0000-0002-0167-3683 ; Shigapov, Renat ORCID: 0000-0002-0331-2558 BERD@BW – A Science Data Center to foster Open Science in Business, Economics and Social Sciences. Heuveline, Vincent ; Bisheh, Nina 314-319 In: E-Science-Tage 2021: Share Your Research Data (2021) Heidelberg E-Science-Tage 2021: Share Your Research Data (Heidelberg, Germany, Online) [Conference or workshop publication]

Förste, Markus ; Nadj, Mario ; Knäble, Merlin ; Mädche, Alexander ; Gehrmann, Leonie ; Stahl, Florian ORCID: 0000-0002-2846-3424 An interactive machine learning system for image advertisements. Schneegass, Stefan ; Pfleging, Bastian ; Kern, Dagmar 574-577 In: MuC '21: Proceedings of Mensch und Computer 2021 : Tagungsband (2021) New York, NY Mensch und Computer 2021, MuC 2021 (Ingolstadt, Gemany) [Conference or workshop publication]

Pook, Torsten ; Reimer, Christian ; Freudenberg, Alexander ; Büttgen, Lisa ; Geibel, Johannes ; Ganesan, Amudha ; Ha, Ngoc-Thuy ; Schlather, Martin ; Mikkelsen, Lars Friis ; Simianer, Henner (2021) The Modular Breeding Program Simulator (MoBPS) allows efficient simulation of complex breeding programs. Animal Production Science Collingwood 61 1 1982-1989 [Article]

Neunhoeffer, Marcel ORCID: 0000-0002-9137-5785 ; Wu, Steven ; Dwork, Cynthia Private Post-GAN Boosting. 1-17 In: 9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021 : Poster Presentations (2021) Austria ICLR 2021, 9th International Conference on Learning Representations (Wien, Austria, Online) [Conference or workshop publication]

Balietti, Stefano ORCID: 0000-0002-6056-6765 (2021) Technical perspective: Does your experiment smell? Communications of the ACM New York, NY 64 9 107 [Article]

Zeng, Jing ; Chan, Chung-hong ORCID: 0000-0002-6232-7530 (2021) A cross-national diagnosis of infodemics: comparing the topical and temporal features of misinformation around COVID-19 in China, India, the US, Germany and France. Online Information Review Bingley ; Bradford 45 4 709-728 [Article]

Chan, Chung-hong ORCID: 0000-0002-6232-7530 ; Bajjalieh, Joseph W. ; Auvil, Loretta ; Wessler, Hartmut ORCID: 0000-0003-4216-5471 ; Althaus, Scott ; Welbers, Kasper ; Atteveldt, Wouter van ; Jungblut, Marc (2021) Four best practices for measuring news sentiment using ‘off-the-shelf’ dictionaries: a large-scale p-hacking experiment. Computational Communication Research : CCR Amsterdam 3 1 1-27 [Article]

Frendo, Oliver ORCID: 0000-0001-9806-2039 ; Gaertner, Nadine ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2021) Open source algorithm for smart charging of electric vehicle fleets. IEEE Transactions on Industrial Informatics New York, NY 17 9 6014-6022 [Article]

Metzger, Noah ; Hoffmann, Lars ORCID: 0000-0002-9667-0310 ; Bartelt, Christian ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 ; Wommer, Michael ; Bescos del Castillo, Maria Belen Towards trace-graphs for data-driven test case mining in the domain of automated driving. 41-48 In: Third IEEE International Conference on Artificial Intelligence Testing: AITest 2021 : proceedings : 23-26 August 2021, online event (2021) Piscataway, NJ 2021 IEEE International Conference on Artificial Intelligence Testing (AITest) (Oxford, UK, Online) [Conference or workshop publication]

Friedrich, Niklas ; Lauscher, Anne ORCID: 0000-0001-8590-9827 ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Glavaš, Goran DebIE: A platform for implicit and explicit debiasing of word embedding spaces. Gkatzia, Dimitra ; Seddah, Djamé 91-98 In: The 16th Conference of the European Chapter of the Association for Computational Linguistics : proceedings of the System Demonstrations, April 19-23, 2021 (2021) Stroudsburg, PA EACL 2021 (Online) [Conference or workshop publication]

Ghanem, Bilal ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Rosso, Paolo ; Rangel, Francisco FakeFlow: Fake news detection by modeling the flow of affective information. Merlo, Paola ; Tiedemann, Jörg ; Tsarfaty, Reut 679-689 In: The 16th Conference of the European Chapter of the Association for Computational Linguistics : proceedings of the conference, April 19-23, 2021 (2021) Stroudsburg, PA EACL 2021 (Online) [Conference or workshop publication]

Yamamoto, Shintaro ; Lauscher, Anne ORCID: 0000-0001-8590-9827 ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 ; Glavaš, Goran ; Morishima, Shigeo (2021) Visual summary identification from scientific publications via self-supervised learning. Frontiers in Research Metrics and Analytics Lausanne 6 Article 719004 1-13 [Article]

Walter, Tobias ; Kirschner, Celina ; Eger, Steffen ; Glavaš, Goran ; Lauscher, Anne ORCID: 0000-0001-8590-9827 ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 Diachronic analysis of German parliamentary proceedings: Ideological shifts through the lens of political biases. Downie, J. Stephen ; McKay, Dana ; Suleman, Hussein ; Nichols, David M. ; Poursardar, Faryaneh 51-60 In: 2021 ACM/IEEE Joint Conference on Digital Libraries : JCDL 2021, virtual conference, hosted by the University of Illinois at Urbana-Champaign, USA, 27-30 September 2021, proceedings (2021) Piscataway, NJ JCDL 2021 (Champaign, IL, Online) [Conference or workshop publication]

Sánchez-Junquera, Javier ; Rosso, Paolo ; Montes-y-Gómez, Manuel ; Ponzetto, Simone Paolo ORCID: 0000-0001-7484-2049 Masking and transformer-based models for hyperpartisanship detection in news. Angelova, Galia ; Kunilovskaya, Maria ; Mitkov, Ruslan ; Nikolova-Koleva, Ivelina 1244-1251 In: Deep learning for natural language processing methods and applications : RANLP 2021, International Conference Recent Advances in Natural Language Processing, 1-3 September, 2021, proceedings (2021) Shoumen , Stroudsburg, PA RANLP 2021 (Online) [Conference or workshop publication]

Renz-Wieland, Alexander ; Drobisch, Tobias ; Kaoudi, Zoi ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 ; Markl, Volker Just move it! Dynamic parameter allocation in action. Proceedings of the VLDB Endowment 14,12 2707-2710 In: 47th International Conference on Very Large Data Bases (VLDB 2021) : Copenhagen, Denmark, August 16-20, 2021 (2021) New York, NY VLDB 2021, 47th International Conference on Very Large Data Bases (København, Denmark, Hybrid) [Conference or workshop publication]

Kochsiek, Adrian ; Gemulla, Rainer ORCID: 0000-0003-2762-0050 Parallel training of knowledge graph embedding models: a comparison of techniques. Proceedings of the VLDB Endowment 15 3 633-645 (2021) New York, NY VLDB 2022, 48th International Conference on Very Large Databases (Sydney, Australia, Hybrid) [Conference or workshop publication]

2020

Pfannemüller, Martin ORCID: 0000-0003-4255-3482 ; Breitbach, Martin ORCID: 0000-0001-6671-2762 ; Krupitzer, Christian ORCID: 0000-0002-7275-0738 ; Weckesser, Markus ; Becker, Christian ; Schmerl, Bradley ; Schürr, Andy REACT: A model-based runtime environment for adapting communication systems. 65-74 In: 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) : Aug. 17 2020 to Aug. 21 2020 Washington, DC, USA : conference proceedings (2020) Piscataway, NJ 1st ACSOS 2020 (Online) [Conference or workshop publication]

Harth, Andreas ; Kirrane, Sabrina ; Ngonga Ngomo, Axel-Cyrille ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Rula, Anisa ; Gentile, Anna Lisa ; Haase, Peter ; Cochez, Michael (2020) The Semantic Web : 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings. Lecture Notes in Computer Science Berlin [u.a.] 12123 [Book]

Keuper, Margret ; Tang, Siyu ; Andres, Björn ; Brox, Thomas ; Schiele, Bernt (2020) Motion segmentation & multiple object tracking by correlation co-clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence New York, NY 42 1 140-153 [Article]

Wulf, Tim ; Schneider, Frank M. ORCID: 0000-0003-1028-0854 ; Beckert, Stefan (2020) Watching players: An exploration of media enjoyment on Twitch. Games and Culture Thousand Oaks, CA 15 3 328-346 [Article]

Theil, Christoph Kilian ORCID: 0000-0002-5446-8894 ; Štajner, Sanja ; Stuckenschmidt, Heiner ORCID: 0000-0002-0209-3859 (2020) Explaining financial uncertainty through specialized word embeddings. ACM/IMS Transactions on Data Science : TDS New York, NY 1 1 Article 6, 1-19 [Article]

Petrovski, Petar ; Bizer, Christian ORCID: 0000-0003-2367-0237 (2020) Learning expressive linkage rules from sparse data. Semantic Web Amsterdam 11 3 549-567 [Article]

Kolthoff, Kristian Automatic generation of graphical user interface prototypes from unrestricted natural language requirements. Zimmermann, Thomas 1234-1237 In: 2019 34th IEEE/ACM International Conference on Automated Software Engineering : 10-15 November 2019 : San Diego, California : proceedings (2020) Piscataway, NJ ASE 2019 (San Diego, CA) [Conference or workshop publication]

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