2025

Sousa, Rita T. ORCID: 0000-0002-7241-8970 ; Pesquita, Catia ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2025) Towards leveraging explicit negative statements in knowledge graph embeddings. Journal of Web Semantics Amsterdam [u.a.] 84 Article 100851 1-6 [Zeitschriftenartikel]

Sousa, Rita T. ORCID: 0000-0002-7241-8970 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2025) Gene expression knowledge graph for patient representation and diabetes prediction. Journal of Biomedical Semantics London 16 Article 2 1-16 [Zeitschriftenartikel]

Iana, Andreea ORCID: 0000-0002-7248-7503 ; Glavaš, Goran ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Peeling back the layers: An in-depth evaluation of encoder architectures in neural news recommenders. Yadav, Vandana CEUR Workshop Proceedings Vol-3929 1-15 In: INRA 2024 : Proceedings of the International Workshop on News Recommendation and Analytics co-located with the 2024 ACM Conference on Recommender Systems (RecSys 2024) (2025) Aachen, Germany INRA 2024 (Bari, Italy) [Konferenzveröffentlichung]

Gautam, Dipak ; Kellmeyer, Philipp (2025) Exploring the credibility of large language models for mental health support: Protocol for a scoping review. JMIR Research Protocols Toronto 14 Article e62865 1-8 [Zeitschriftenartikel]

Klironomos, Antonis Towards democratized machine learning: a semantic web approach. Long, Guodong ; Blumenstein, Michael ; Chang, Yi ; Lewin-Eytan, Liane ; Huang, Helen ; Yom-Tov, Elad 697-700 In: Companion Proceedings of the ACM Web Conference 2025 : WWW companion'25 (2025) New York, NY WWW '25 (Sydney, Australia) [Konferenzveröffentlichung]

Heizmann, Carolin ; Gleim, Patricia ; Kellmeyer, Philipp (2025) Partizipative Ansätze in der Entwicklung von KI-Anwendungen in der Medizin: Chancen und Herausforderungen. Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz Berlin ; Heidelberg 68 8 924-931 [Zeitschriftenartikel]

Heist, Nicolas ORCID: 0000-0002-4354-9138 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2025) CaLiGraph: A knowledge graph from Wikipedia categories and lists. Semantic Web Amsterdam 16 5 1-26 [Zeitschriftenartikel]

Vorschau

Rutesic, Petko ; Pfisterer, Dennis ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Fischer, Stefan (2025) Transforming SHACL shape graphs into HTML applications for populating knowledge graphs. Digital Basel 5 4 1-23 [Zeitschriftenartikel]

Vorschau

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 [Zeitschriftenartikel]

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

Kadel, Philipp ; Heist, Nicolas ORCID: 0000-0002-4354-9138 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Mata, Jutta ORCID: 0000-0003-2498-5054 (2024) From pixels to palate: Communication around #vegan on Instagram and its relation with eating intentions. Appetite : Multidisciplinary Research on Eating and Drinking Amsterdam [u.a.] 200 Article 107518 1-10 [Zeitschriftenartikel]

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) [Konferenzveröffentlichung]

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

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 [Zeitschriftenartikel]

Böckling, Martin ORCID: 0000-0002-1143-4686 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Detzler, Sarah Comparing spatial-temporal knowledge graph on spatial downstream tasks. Nascimento, Mario A. ; Xiong, Li ; Züfle, Andreas ; Chiang, Yao-Yi ; Eldawy, Ahmed ; Kröger, Peer 581-584 In: International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2024) : 32nd ACM SIGSPATIAL (2024) New York, NY ACM SIGSPATIAL 2024 (Atlanta, GA) [Konferenzveröffentlichung]

Böckling, Martin ORCID: 0000-0002-1143-4686 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Detzler, Sarah A planet scale spatial-temporal knowledge graph based on OpenStreetMap and H3 grid. Homburg, Timo ; Yaman, Beyza ; Sherif, Mohamed Ahmed ; Ngonga Ngomo, Axel-Cyrille CEUR Workshop Proceedings 3743 60-72 In: GeoLD 2024: Geospatial Linked Data Workshop 2024 : proceedings of the 6th International Workshop on Geospatial Linked Data 2024, co-located with 21st Extended Semantic Web Conference (ESWC 2024) : Hersonissos, Greece, May 26th, 2024 (2024) Aachen, Germany 6th International Workshop on Geospatial Linked Data 2024 (Chersónisos, Greece) [Konferenzveröffentlichung]

Faria de Souza, Vitor ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 Towards binarization of knowledge graph embeddings for node classification. Etcheverry, Lorena ; Lopez Garcia, Vanessa ; Osborne, Francesco ; Pernisch, Romana CEUR Workshop Proceedings 3828 1-6 In: Proceedings of the ISWC 2024 Posters, Demos and Industry Tracks: from novel ideas to industrial practice co-located with 23rd International Semantic Web Conference (2024) Aachen, Germany ISWC-Posters-Demos-Industry 2024 (Baltimore, MD) [Konferenzveröffentlichung]

Krause, Franz ; Kurniawan, Kabul ; Kiesling, Elmar ; Martinez-Gil, Jorge ; Hoch, Thomas ; Pichler, Mario ; Heinzl, Bernhard ; Moser, Bernhard (2024) Leveraging semantic representations via knowledge graph embeddings. Soldatos, John Artificial intelligence in manufacturing : enabling intelligent, flexible and cost-effective production through AI Cham 71-85 [Buchkapitel]

2023

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 [Zeitschriftenartikel]

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) [Konferenzveröffentlichung]

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 [Zeitschriftenartikel]

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) [Konferenzveröffentlichung]

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 [Zeitschriftenartikel]

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 [Zeitschriftenartikel]

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) [Konferenzveröffentlichung]

Böckling, Martin ORCID: 0000-0002-1143-4686 ; 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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

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) [Präsentation auf Konferenz]

Abd Nikooie Pour, Mina ; Algergawy, Alsayed ; Buche, Patrice ; Castro, Leyla Jael ORCID: 0000-0003-3986-0510 ; Chen, Jiaoyan ; Coulet, Adrien ; Cufi, Julien ; Dong, Hang ; Fallatah, Omaima ; Faria, Daniel ; Fundulaki, Irini ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; He, Yuan ; Horrocks, Ian ; Huschka, Martin ; Ibanescu, Liliana ; Jain, Sarika ; Jiménez-Ruiz, Ernesto ; Karam, Naouel ; Lambrix, Patrick ; Li, Huanyu ; Li, Ying ; Monnin, Pierre ; Nasr, Engy ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; Pesquita, Catia ; Saveta, Tzanina ; Shvaiko, Pavel ; Sousa, Guilherme ; Trojahn, Cássia ; Vataščinová, Jana ; Wu, Mingfang ; Yaman, Beyza ; Zamazal, Ondrej ; Zhou, Lu Results of the Ontology Alignment Evaluation Initiative 2023. Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR workshop proceedings 3591 97-139 In: OM 2023: Ontology Matching : proceedings of the 18th International Workshop on Ontology Matching, co-located with the 22nd International Semantic Web Conference (ISWC 2023) : Athens, Greece, November 7, 2023 (2023) Aachen, Germany OM 2023 (Athens, Greece) [Konferenzveröffentlichung]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 OLaLa results for OAEI 2023. Shvaiko, Pavel ; Euzenat, Jérôme ; Jiménez-Ruiz, Ernesto ; Hassanzadeh, Oktie ; Trojahn, Cássia CEUR Workshop Proceedings 3591 170-177 In: OM 2023: Ontology Matching : proceedings of the 18th International Workshop on Ontology Matching, co-located with the 22nd International Semantic Web Conference (ISWC 2023) : Athens, Greece, November 7, 2023 (2023) Aachen, Germany The 18th International Workshop on Ontology Matching (Athens, Greece) [Konferenzveröffentlichung]

2022

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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

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 [Zeitschriftenartikel]

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

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 [Zeitschriftenartikel]

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) [Konferenzveröffentlichung]

2021

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 [Zeitschriftenartikel]

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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

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) [Konferenzveröffentlichung]

2020

Fürnkranz, Johannes ; Kliegr, Tomáš ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2020) On cognitive preferences and the plausibility of rule-based models. Machine Learning Dordrecht [u.a.] 109 4 853-898 [Zeitschriftenartikel]

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Hladik, Michael ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 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) [Konferenzveröffentlichung]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 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) [Konferenzveröffentlichung]

Vorschau

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Hladik, Michael ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 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) [Konferenzveröffentlichung]

Vorschau

Iana, Andreea ORCID: 0000-0002-7248-7503 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 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) [Konferenzveröffentlichung]

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Hladik, Michael ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 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) [Konferenzveröffentlichung]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Portisch, Jan ORCID: 0000-0001-5420-0663 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 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) [Konferenzveröffentlichung]

Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 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) [Konferenzveröffentlichung]

Abd Nikooie Pour, Mina ; Algergawy, Alsayed ; Amini, Reihaneh ; Faria, Daniel ; Fundulaki, Irini ; Harrow, Ian ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Jiménez-Ruiz, Ernesto ; Jonquet, Clement ; Karam, Naouel ; Khiat, Abderrahmane ; Laadhar, Amir ; Lambrix, Patrick ; Li, Huanyu ; Li, Ying ; Hitzler, Pascal ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; 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) [Konferenzveröffentlichung]

Al Taweel, Ahmad ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 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) [Konferenzveröffentlichung]

Monych, Michael ; Portisch, Jan ORCID: 0000-0001-5420-0663 ; Hladik, Michael ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 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) [Konferenzveröffentlichung]

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 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) [Konferenzveröffentlichung]

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Hladik, Michael ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 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) [Konferenzveröffentlichung]

2019

Portisch, Jan ORCID: 0000-0001-5420-0663 ; Hladik, Michael ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 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) [Konferenzveröffentlichung]

Vorschau

2018

Heist, Nicolas ORCID: 0000-0002-4354-9138 ; Hertling, Sven ORCID: 0000-0003-0333-5888 ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 (2018) Language-agnostic relation extraction from abstracts in Wikis. Information Basel 9 4 75 [Zeitschriftenartikel]

Lausch, Angela ; Borg, Erik ; Bumberger, Jan ; Dietrich, Peter ; Heurich, Marco ; Huth, Andreas ; Jung, András ; Klenke, Reinhard ; Knapp, Sonja ; Mollenhauer, Hannes ; Paasche, Hendrik ; Paulheim, Heiko ORCID: 0000-0003-4386-8195 ; 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 [Zeitschriftenartikel]

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

Vorschau

Portisch, Jan ORCID: 0000-0001-5420-0663 (2018) Automatic schema matching utilizing hypernymy relations extracted from the web. Mannheim [Abschlussarbeit]

Vorschau