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Faculties and Departments (47970)
- School of Business Informatics and Mathematics (4901)
  - Data Science (Paulheim 2018-) (92)

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2023

Ludwig, Katharina ; Grote, Alexander ; Iana, Andreea

; Alam, Mehwish ; Paulheim, Heiko

; Sack, Harald ; Weinhardt, Christof ; Müller, Philipp

(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.] tba tba 1-23 [Article]

Heist, Nicolas

; Paulheim, Heiko

NASTyLinker: NIL-aware scalable transformer-based entity linker. Dimou, Anastasia ; Dragoni, Mauro ; Faria, Daniel ; Hertling, Sven

; 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]

Iana, Andreea

; Glavaš, Goran ; Paulheim, Heiko

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

; Paulheim, Heiko

; Portisch, Jan

; 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

; Paulheim, Heiko

; Portisch, Jan

; 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]

Schlechtinger, Michael

; Kosack, Damaris ; Paulheim, Heiko

; 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]

2022

Portisch, Jan

; Paulheim, Heiko

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

; Paulheim, Heiko

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

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

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]

Portisch, Jan

; Heist, Nicolas

; Paulheim, Heiko

(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]

Portisch, Jan

(2022) Exploiting general-purpose background knowledge for automated schema matching.

Mannheim [Doctoral dissertation]

Portisch, Jan

; Hladik, Michael ; Paulheim, Heiko

(2022) Background knowledge in ontology matching : a survey.

Semantic Web Amsterdam 55 1 1-55 [Article]

Iana, Andreea

; Alam, Mehwish ; Paulheim, Heiko

(2022) A survey on knowledge-aware news recommender systems.

Semantic Web Amsterdam tba tba 1-59 [Article]

Heist, Nicolas

; Paulheim, Heiko

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]

Portisch, Jan

; Paulheim, Heiko

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]

2021

Helmstetter, Stefan ; Paulheim, Heiko

(2021) Collecting a large scale dataset for classifying fake news tweets using weak supervision.

Future Internet Basel 13 5 114 [Article]

Bühler, Babette ; Paulheim, Heiko

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]

Heist, Nicolas

; Paulheim, Heiko

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]

Bucher, Tabea-Clara ; Jiang, Xuehui ; Meyer, Ole ; Waitz, Stephan ; Hertling, Sven

; Paulheim, Heiko

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]

Verborgh, Ruben ; Hose, Katja ; Paulheim, Heiko

; 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]

Voit, Michael Matthias ; Paulheim, Heiko

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]

Biswas, Russa ; Sofronova, Radina ; Alam, Mehwish ; Heist, Nicolas

; Paulheim, Heiko

; 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

; Hladik, Michael ; Paulheim, Heiko

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]

Schlechtinger, Michael

; Kosack, Damaris ; Paulheim, Heiko

; Fetzer, Thomas (2021) How algorithms work and play together. Concurrences : Revue des Droits de la Concurrence Paris ; New York, NY [u.a.] 2021 3, Article 102088 19-23 [Article]

Heist, Nicolas

; Hertling, Sven

; Ringler, Daniel ; Paulheim, Heiko

(2021) Wissensgraphen im Web : Überblick und Vergleich. Ege, Börteçin ; Paschke, Adrian Semantische Datenintelligenz im Einsatz Wiesbaden 127-151 [Book chapter]

Hertling, Sven

; Portisch, Jan

; Paulheim, Heiko

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]

Portisch, Jan

; Hladik, Michael ; Paulheim, Heiko

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]

Portisch, Jan

; Paulheim, Heiko

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

; 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

; Paulheim, Heiko

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

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]

Hertling, Sven

; Paulheim, Heiko

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]

Iana, Andreea

; Paulheim, Heiko

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

; Paulheim, Heiko

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

; 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

; Pesquita, Catia ; Portisch, Jan

; 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]

Heist, Nicolas

; Paulheim, Heiko

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]

Schlechtinger, Michael

; Kosack, Damaris ; Paulheim, Heiko

; 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]

2020

Harth, Andreas ; Kirrane, Sabrina ; Ngonga Ngomo, Axel-Cyrille ; Paulheim, Heiko

; 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]

Melo, André ; Paulheim, Heiko

(2020) Automatic detection of relation assertion errors and induction of relation constraints. Semantic Web Amsterdam 11 5 801-830 [Article]

Portisch, Jan

; Fallatah, Omaima ; Neumaier, Sebastian ; Jaradeh, Mohamad Yaser ; Polleres, Axel Challenges of linking organizational information in open government data to knowledge graphs. Keet, Maria ; Dumontier, Michel Lecture Notes in Computer Science 12387 271-286 In: Knowledge Engineering and Knowledge Management : 22nd International Conference, EKAW 2020, Bolzano, Italy, September 16–20, 2020, proceedings (2020) Berlin [u.a.] EKAW: International Conference on Knowledge Engineering and Knowledge Management (Online) [Conference or workshop publication]

Hertling, Sven

; Paulheim, Heiko

(2020) DBkWik: extracting and integrating knowledge from thousands of Wikis. Knowledge and Information Systems London 62 6 2169-2190 [Article]

Fürnkranz, Johannes ; Kliegr, Tomáš ; Paulheim, Heiko

(2020) On cognitive preferences and the plausibility of rule-based models.

Machine Learning Dordrecht [u.a.] 109 4 853-898 [Article]

Portisch, Jan

; Hladik, Michael ; Paulheim, Heiko

Wiktionary Matcher.

Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR Workshop Proceedings 2536 181-188 In: OM 2019 : Proceedings of the 14th International Workshop on Ontology Matching co-located with the 18th International Semantic Web Conference (ISWC 2019) Auckland, New Zealand, October 26, 2019 (2020) Aachen, Germany OM 2019 (Auckland, NZ) [Conference or workshop publication]

Paulheim, Heiko

Beyond DBpedia & YAGO - The new kids on the knowledge graph block. Curry, Edward CEUR Workshop Proceedings 2563 1-2 In: AICS 2019 : Proceedings for the 27th AIAI Irish Conference on Artificial Intelligence and Cognitive Science NUI Galway, Galway, Ireland, December 5-6th, 2019 (2020) Aachen, Germany AICS 2019 (Galway, Ireland) [Conference or workshop publication]

Hertling, Sven

; Paulheim, Heiko

The knowledge graph track at OAEI : Gold standards, baselines, and the golden hammer bias.

Harth, Andreas 343-359 In: The semantic web : 17th international conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020 : proceedings (2020) Cham ESWC 2020 (Online) [Conference or workshop publication]

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Heist, Nicolas

; Hertling, Sven

; Ringler, Daniel ; Paulheim, Heiko

(2020) Knowledge Graphs on the web - An overview. Tiddi, Ilaria Knowledge Graphs for eXplainable artificial intelligence : foundations, applications and challenges Studies on the Semantic Web Amsterdam; Heidelberg 47 3-22 [Book chapter]

Portisch, Jan

; Hladik, Michael ; Paulheim, Heiko

RDF2Vec Light – a lightweight approach for knowledge graph embeddings.

Taylor, Kerry ; Gonçalves, Rafael ; Lecue, Freddy ; Yan, Jun CEUR Workshop Proceedings 2721 79-84 In: ISWC-Posters 2020 : Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020) Globally online, November 1-6, 2020 (UTC) (2020) Aachen, Germany ISWC 2020 (Online) [Conference or workshop publication]

Heist, Nicolas

; Paulheim, Heiko

Entity extraction from Wikipedia list pages. Harth, Andreas Lecture Notes in Computer Science 12123 327-342 In: The Semantic Web : 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings (2020) Berlin [u.a.] ESWC 2020 (Online) [Conference or workshop publication]

Portisch, Jan

; Hladik, Michael ; Paulheim, Heiko

KGvec2go – Knowledge graph embeddings as a service.

Calzolari, Nicoletta 5641-5647 In: LREC 2020 Marseille : Twelfth International Conference on Language Resources and Evaluation$dMay 11-16, 2020, Palais du Pharo, Marseille, France : conference proceedings (2020) Paris LREC 2020 (Marseille, France) [Conference or workshop publication]

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Paulheim, Heiko

; Tresp, Volker ; Liu, Zhiyuan (2020) Representation learning for the Semantic Web. Journal of Web Semantics Amsterdam [u.a.] 61/62 Article 100570 [Article]

Iana, Andreea

; Paulheim, Heiko

More is not always better: The negative impact of A-box materialization on RDF2vec knowledge graph embeddings.

Conrad, Stefan CEUR Workshop Proceedings 2699 Paper 5, 15-8 In: CIKMW2020 : Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020) Galway, Ireland, October 19-23, 2020 (2020) Aachen, Germany CIKM 2020 : Workshop on Combining Symbolic and Sub-symbolic Methods and their Applications (CSSA) (Online) [Conference or workshop publication]

Lüdemann, Niklas ; Shiba, Ageda ; Thymianis, Nikolaos ; Heist, Nicolas

; Ludwig, Christopher A.

; Paulheim, Heiko

A knowledge graph for assessing aggressive tax planning strategies. Pan, Jeff Z. Lecture Notes in Computer Science 12507 395-410 In: The Semantic Web - ISWC 2020 : 19th International Semantic Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part II (2020) Berlin [u.a.] ISWC 2020 (Online) [Conference or workshop publication]

Hertling, Sven

; Portisch, Jan

; Paulheim, Heiko

Supervised ontology and instance matching with MELT.

Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR Workshop Proceedings 2788 60-71 In: OM 2020 : Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020) Virtual conference (originally planned to be in Athens, Greece), November 2, 2020 (2020) Aachen, Germany OM 2020 (Online) [Conference or workshop publication]

Hertling, Sven

; Paulheim, Heiko

ATBox results for OAEI 2020.

Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR Workshop Proceedings 2788 168-175 In: OM 2020 : Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020) Virtual conference (originally planned to be in Athens, Greece), November 2, 2020 (2020) Aachen, Germany OM 2020 (Online) [Conference or workshop publication]

Abd Nikooie Pour, Mina ; Algergawy, Alsayed ; Amini, Reihaneh ; Faria, Daniel ; Fundulaki, Irini ; Harrow, Ian ; Hertling, Sven

; Jiménez-Ruiz, Ernesto ; Jonquet, Clement ; Karam, Naouel ; Khiat, Abderrahmane ; Laadhar, Amir ; Lambrix, Patrick ; Li, Huanyu ; Li, Ying ; Hitzler, Pascal ; Paulheim, Heiko

; Pesquita, Catia ; Saveta, Tzanina ; Shvaiko, Pavel ; Splendiani, Andrea ; Thiéblin, Elodie ; Trojahn, Cássia ; Vataščinová, Jana ; Yaman, Beyza ; Zamazal, Ondrej ; Zhou, Lu Results of the Ontology Alignment Evaluation Initiative 2020.

Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR Workshop Proceedings 2788 92-138 In: OM 2020Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020) Virtual conference (originally planned to be in Athens, Greece), November 2, 2020 (2020) Aachen, Germany OM 2020 (Online) [Conference or workshop publication]

Al Taweel, Ahmad ; Paulheim, Heiko

Towards exploiting implicit human feedback for improving RDF2vec embeddings.

Alam, Mehwish ; Buscaldi, Davide ; Cochez, Michael ; Osborne, Francesco ; Reforgiato Recupero, Diego ; Sack, Harald CEUR Workshop Proceedings 2635 1-10 In: DL4KG2020: Deep Learning for Knowledge Graphs : proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2020), co-located with the 17th Extended Semantic Web Conference 2020 (ESWC 2020) : Heraklion, Greece, June 02, 2020 - moved online (2020) Aachen, Germany DL4KG 2020 (Online) [Conference or workshop publication]

Monych, Michael ; Portisch, Jan

; Hladik, Michael ; Paulheim, Heiko

DESKMatcher.

Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR Workshop Proceedings 2788 181-186 In: OM 2020 : Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020) Virtual conference (originally planned to be in Athens, Greece), November 2, 2020 (2020) Aachen, Germany OM 2020 (Online) [Conference or workshop publication]

Portisch, Jan

; Paulheim, Heiko

Wiktionary matcher results for OAEI 2020.

Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR Workshop Proceedings 2788 225-232 In: OM 2020 : Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020) Virtual conference (originally planned to be in Athens, Greece), November 2, 2020 (2020) Aachen, Germany OM 2020 (Online) [Conference or workshop publication]

Portisch, Jan

; Hladik, Michael ; Paulheim, Heiko

ALOD2Vec Matcher results for OAEI 2020.

Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR Workshop Proceedings 2788 147-153 In: OM 2020 - Ontology Matching 2020 - Proceedings of the 15th International Workshop on Ontology Matching co-located with the 19th International Semantic Web Conference (ISWC 2020) (2020) Aachen, Germany OM 2020 (Online) [Conference or workshop publication]

Portisch, Jan

Towards matching of domain-specific schemas using general-purpose external background knowledge. Harth, Andreas ; Presutti, Valentina ; Troncy, Raphaël ; Acosta, Maribel ; Polleres, Axel ; Fernández, Javier D. ; Xavier Parreira, Josiane ; Hartig, Olaf ; Hose, Katja ; Cochez, Michael Lecture Notes in Computer Science 12124 270-279 In: The semantic web: ESWC 2020 satellite events : ESWC 2020 Satellite Events, Heraklion, Crete, Greece, May 31 - June 4, 2020 : revised selected papers (2020) Berlin [u.a.] ESWC 2020 (Online) [Conference or workshop publication]

Portisch, Jan

; Hertling, Sven

; Paulheim, Heiko

Visual analysis of ontology matching results with the MELT Dashboard. Harth, Andreas ; Presutti, Valentina ; Troncy, Raphaël ; Acosta, Maribel ; Polleres, Axel ; Fernández, Javier D. ; Xavier Parreira, Josiane ; Hartig, Olaf ; Hose, Katja ; Cochez, Michael Lecture Notes in Computer Science 12124 186-190 In: The semantic web: ESWC 2020 satellite events : ESWC 2020 Satellite Events, Heraklion, Crete, Greece, May 31 - June 4, 2020 : revised selected papers (2020) Berlin [u.a.] ESWC 2020 (Online) [Conference or workshop publication]

Alam, Mehwish ; Groth, Paul ; Hitzler, Pascal ; Paulheim, Heiko

; Sack, Harald ; Tresp, Volker CSSA'20: Workshop on Combining Symbolic and Sub-Symbolic Methods and their Applications. D'Aquin, Mathieu ; Dietze, Stefan 3523-3524 In: CIKM '20 : Proceedings of the 29th ACM International Conference on Information & Knowledge Management, virtual event Ireland, October 19 - 23, 2020 (2020) New York, NY CIKM '20 (Online) [Conference or workshop publication]

2019

Ristoski, Petar ; Rosati, Jessica ; Di Noia, Tommaso ; De Leone, Renato ; Paulheim, Heiko

(2019) RDF2Vec: RDF graph embeddings and their applications. Semantic Web Amsterdam 10 4 721-752 [Article]

Heist, Nicolas

; Paulheim, Heiko

Uncovering the semantics of Wikipedia categories. Ghidini, Chiara Information Systems and Applications, incl. Internet/Web, and HCI 11778 219-236 In: The Semantic Web - ISWC 2019 : 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings, Part I (2019) Cham ISWC 2019 (Auckland, New Zealand) [Conference or workshop publication]

Portisch, Jan

; Hladik, Michael ; Paulheim, Heiko

Evaluating ontology matchers on real-world financial services data models.

Alam, Mehwish ; Usbeck, Ricardo ; Pellegrini, Tassilo ; Sack, Harald ; Sure-Vetter, York CEUR Workshop Proceedings 2451 1-5 In: SEMPDS 2019 : Proceedings of the Posters and Demo Track of the 15th International Conference on Semantic Systems co-located with 15th International Conference on Semantic Systems (SEMANTiCS 2019) Karlsruhe, Germany, September 9th to 12th, 2019 (2019) Aachen, Germany SEMANTiCS 2019 (Karlsruhe, Germany) [Conference or workshop publication]

Preview

Krstanovic, Sascha ; Paulheim, Heiko

Stacked LSTM snapshot ensembles for time series forecasting. Rojas, Ignacio Contributions to Statistics 87-98 In: Theory and applications of time series analysis : selected contributions from ITISE 2018 (2019) Cham International Conference on Time Series and Forecasting 2018 (Granada, Spain) [Conference or workshop publication]

Krstanovic, Sascha ; Paulheim, Heiko

Fourier-based parametrization of convolutional neural networks for robust time series forecasting. Kralj Novak, Petra Lecture Notes in Computer Science 11828 522-532 In: Discovery Science 22nd International Conference, DS 2019, Split, Croatia, October 28–30, 2019, Proceedings (2019) Berlin [u.a.] DS 2019 (Split, Croatia) [Conference or workshop publication]

Iana, Andreea

; Jung, Steffen ; Naeser, Philipp ; Birukou, Aliaksandr ; Hertling, Sven

; Paulheim, Heiko

Building a conference recommender system based on SciGraph and WikiCFP. Acosta, Maribel Lecture Notes in Computer Science 11702 117-123 In: Semantic Systems. The Power of AI and Knowledge Graphs : 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings (2019) Berlin [u.a.] SEMANTiCS 2019 (Karlsruhe, Germany) [Conference or workshop publication]

Schrage, Florian ; Heist, Nicolas

; Paulheim, Heiko

Extracting literal assertions for DBpedia from Wikipedia abstracts. Acosta, Maribel Lecture Notes in Computer Science 11702 288-294 In: Semantic Systems. The Power of AI and Knowledge Graphs : 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings (2019) Berlin [u.a.] SEMANTiCS 2019 (Karlsruhe, Germany) [Conference or workshop publication]

Hertling, Sven

; Portisch, Jan

; Paulheim, Heiko

MELT - Matching EvaLuation Toolkit. Acosta, Maribel Lecture Notes in Computer Science 11702 231-245 In: Semantic Systems. The Power of AI and Knowledge Graphs : 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings (2019) Berlin [u.a.] SEMANTiCS 2019 (Karlsruhe, Germany) [Conference or workshop publication]

Hertling, Sven

; Paulheim, Heiko

DOME Results for OAEI 2019. Shvaiko, Pavel CEUR Workshop Proceedings 2536 123-130 In: OM 2019 : Proceedings of the 14th International Workshop on Ontology Matching co-located with the 18th International Semantic Web Conference (ISWC 2019) Auckland, New Zealand, October 26, 2019 (2019) Aachen, Germany OM 2019 (Auckland, NZ) [Conference or workshop publication]

Algergawy, Alsayed ; Faria, Daniel ; Ferrara, Alfio ; Fundulaki, Irini ; Harrow, Ian ; Hertling, Sven

; Jiménez-Ruiz, Ernesto ; Karam, Naouel ; Khiat, Abderrahmane ; Lambrix, Patrick ; Li, Huanyu ; Montanelli, Stefano ; Paulheim, Heiko

; Pesquita, Catia ; Saveta, Tzanina ; Shvaiko, Pavel ; Splendiani, Andrea ; Thiéblin, Elodie ; Trojahn, Cássia ; Vataščinová, Jana ; Zamazal, Ondrej ; Zhou, Lu Results of the Ontology Alignment Evaluation Initiative 2019. Shvaiko, Pavel CEUR Workshop Proceedings 2536 46-85 In: OM 2019 : Proceedings of the 14th International Workshop on Ontology Matching co-located with the 18th International Semantic Web Conference (ISWC 2019) Auckland, New Zealand, October 26, 2019 (2019) Aachen, Germany OM 2019 (Auckland, NZ) [Conference or workshop publication]

2018

Paulheim, Heiko

Machine learning with and for semantic web knowledge graphs. d'Amato, Claudia Lecture Notes in Computer Science 11078 110-141 In: Reasoning Web: Learning, Uncertainty, Streaming, and Scalability : 14th International Summer School 2018 Esch-sur-Alzette, Luxembourg, September 22 – 26, 2018 Tutorial Lectures (2018) Berlin [u.a.] 14th International Summer School 2018 (Esch-sur-Alzette, Luxembourg) [Conference or workshop publication]

Helmstetter, Stefan ; Paulheim, Heiko

Weakly supervised learning for fake news detection on Twitter. Day, Min-Yuh 274-277 In: ASONAM 2018 : 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Barcelona, Spain, 28-31 August, 2018 (2018) Washington, DC ASONAM 2018 (Barcelona, Spain) [Conference or workshop publication]

Paulheim, Heiko

How much is a triple? Estimating the cost of knowledge graph creation. Erp, Marieke van Paper 10 In: ISWC-P&D-Industry-BlueSky 2018 : Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018) Monterey, USA, October 8th to 12th, 2018 (2018) Aachen International Semantic Web Conference (ISWC 2018) (Monterey, CA) [Conference or workshop publication]

Paulheim, Heiko

Make embeddings semantic again! Erp, Marieke van CEUR Workshop Proceedings 2180 4 In: ISWC-P&D-Industry-BlueSky 2018 : Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018) Monterey, USA, October 8th to 12th, 2018 (2018) Aachen, Germany International Semantic Web Conference (ISWC 2018) (Monterey, CA) [Conference or workshop publication]

Heist, Nicolas

; Hertling, Sven

; Paulheim, Heiko

(2018) Language-agnostic relation extraction from abstracts in Wikis.

Information Basel 9 4 75 [Article]

Rico, Mariano ; Mihindukulasooriya, Nandana ; Kontokostas, Dimitris ; Paulheim, Heiko

; Hellmann, Sebastian ; Gómez-Pérez, Asunción Predicting incorrect mappings : a data-driven approach applied to DBpedia. 323-330 In: SAC '18 : the 33rd ACM/SIGAPP Symposium On Applied Computing, Pau, France, April 9 - 13, 2018, proceedings (2018) New York, NY 33rd Annual ACM/SIGAPP Symposium on Applied Computing (Pau, France) [Conference or workshop publication]

Gangemi, Aldo ; Gentile, Anna Lisa ; Nuzzolese, Andrea Giovanni ; Rudolph, Sebastian ; Maleshkova, Maria ; Paulheim, Heiko

; Pan, Jeff Z. ; Alam, Mehwish (2018) The Semantic Web: ESWC 2018 Satellite Events : ESWC 2018 Satellite Events, Heraklion, Crete, Greece, June 3-7, 2018, Revised Selected Papers. Lecture Notes in Computer Science Berlin [u.a.] 11155 [Book]

Lausch, Angela ; Borg, Erik ; Bumberger, Jan ; Dietrich, Peter ; Heurich, Marco ; Huth, Andreas ; Jung, András ; Klenke, Reinhard ; Knapp, Sonja ; Mollenhauer, Hannes ; Paasche, Hendrik ; Paulheim, Heiko

; Pause, Marion ; Schweitzer, Christian ; Schmulius, Christiane ; Settele, Josef ; Skidmore, Andrew K. ; Wegmann, Martin ; Zacharias, Steffen ; Kirsten, Toralf ; Schaepman, Michael E. (2018) Understanding forest health with remote sensing, part III: Requirements for a scalable multi-source forest health monitoring network based on data science approaches.

Remote Sensing Basel 10 7 1120 [Article]

Ristoski, Petar ; Petrovski, Petar ; Mika, Peter ; Paulheim, Heiko

(2018) A machine learning approach for product matching and categorization. Semantic Web Amsterdam 9 5 707-728 [Article]

Melo, André (2018) Automatic refinement of large-scale cross-domain knowledge graphs.

Mannheim [Doctoral dissertation]

Preview

Heist, Nicolas

Towards knowledge graph construction from entity co-occurrence. Hollink, Laura CEUR Workshop Proceedings 2306 1-8 In: EKAW-DC 2018 : Proceedings of the EKAW Doctoral Consortium 2018 co-located with the 21st International Conference on Knowledge Engineering and Knowledge Management (EKAW 2018) Nancy, France, November 13, 2018 (2018) Aachen, Germany EKAW Doctoral Consortium (Nancy, France) [Conference or workshop publication]

Algergawy, Alsayed ; Cheatham, Michelle ; Faria, Daniel ; Ferrara, Alfio ; Fundulaki, Irini ; Harrow, Ian ; Hertling, Sven

; Jiménez-Ruiz, Ernesto ; Karam, Naouel ; Khiat, Abderrahmane ; Lambrix, Patrick ; Li, Huanyu ; Montanelli, Stefano ; Paulheim, Heiko

; Pesquita, Catia ; Saveta, Tzanina ; Schmidt, Daniela ; Shvaiko, Pavel ; Splendiani, Andrea ; Thiéblin, Elodie ; Trojahn, Cássia ; Vataščinová, Jana ; Zamazal, Ondrej ; Zhou, Lu Results of the Ontology Alignment Evaluation Initiative 2018. Shvaiko, Pavel CEUR Workshop Proceedings 2288 76-116 In: OM 2018 : Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference (ISWC 2018) Monterey, CA, USA, October 8, 2018 (2018) Aachen, Germany OM 2018 (Monterey, CA) [Conference or workshop publication]

Hertling, Sven

; Paulheim, Heiko

DOME results for OAEI 2018. Shvaiko, Pavel CEUR Workshop Proceedings 2288 144-151 In: OM 2018 : Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference (ISWC 2018) Monterey, CA, USA, October 8, 2018 (2018) Aachen, Germany OM 2018 (Monterey, CA) [Conference or workshop publication]

Portisch, Jan

; Paulheim, Heiko

ALOD2Vec matcher. Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Cheatham, Michelle ; Hassanzadeh, Oktie CEUR Workshop Proceedings 2288 132-137 In: OM 2018 : Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference (ISWC 2018) Monterey, CA, USA, October 8, 2018 (2018) Aachen, Germany OM 2018 (Monterey, CA) [Conference or workshop publication]

Hertling, Sven

; Paulheim, Heiko

Provision and usage of provenance data in the WebIsALOD Knowledge Graph. Capadisli, Sarven CEUR Workshop Proceedings 2317 Article 6 In: CKGSemStats 2018 : Joint Proceedings of the International Workshops on Contextualized Knowledge Graphs, and Semantic Statistics co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th, 2018 (2018) Aachen, Germany CKGSemStats 2018 (Monterey, CA) [Conference or workshop publication]

Jiménez-Ruiz, Ernesto ; Saveta, Tzanina ; Zamazal, Ondrej ; Hertling, Sven

; Röder, Michael ; Fundulaki, Irini ; Ngonga Ngomo, Axel-Cyrille ; Sherif, Mohamed Ahmed ; Annane, Amina ; Bellahsene, Zohra ; Ben Yahia, Sadok ; Diallo, Gayo ; Faria, Daniel ; Kachroudi, Marouen ; Khiat, Abderrahmane ; Lambrix, Patrick ; Li, Huanyu ; Mackeprang, Maximilian ; Mohammadi, Majid ; Rybinski, Maciej ; Balasubramani, Booma Sowkarthiga ; Trojahn, Cássia Introducing the HOBBIT platform into the ontology alignment evaluation campaign. Shvaiko, Pavel CEUR Workshop Proceedings 2288 49-60 In: OM 2018 : Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference (ISWC 2018) Monterey, CA, USA, October 8, 2018 (2018) Aachen, Germany OM 2018 (Monterey, CA) [Conference or workshop publication]

Hertling, Sven

; Paulheim, Heiko

DBkWik: A consolidated knowledge graph from thousands of Wikis. Wu, Xindong 17-24 In: 9th IEEE International Conference on Big Knowledge, ICBK 2018, Singapore, November 17-18, 2018 : proceedings (2018) Piscataway, NJ [u.a.] ICBK 2018 (Singapore, Singapore) [Conference or workshop publication]

Portisch, Jan

(2018) Automatic schema matching utilizing hypernymy relations extracted from the web.

Mannheim [Final Thesis]

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