Research
- Explainable Phenotype-Centric Drug Repurposing via Deep Reinforcement Learning [pdf, best paper nominee]
by Lise Stork, Ilaria Tiddi, René Spijker and Annette ten Teije - A Comparative Study of Stream Reasoning Engines [pdf, best paper nominee]
by Nathan Gruber and Birte Glimm - Join Ordering of SPARQL Property Path Queries [pdf]
by Julien Aimonier-Davat, Hala Skaf-Molli, Pascal Molli, Minh-Hoang Dang and Brice Nédelec - Refining Large Integrated Identity Graphs using the Unique Name Assumption [pdf]
by Shuai Wang, Joe Raad, Peter Bloem and Frank Van Harmelen - Structural Bias in Knowledge Graphs for the Entity Alignment Task [pdf]
by Nikolaos Fanourakis, Vasilis Efthymiou, Vassilis Christophides, Dimitris Kotzinos, Evaggelia Pitoura and Kostas Stefanidis - A Framework to Include and Exploit Probabilistic Information in SHACL Validation Reports [pdf, best paper nominee]
by Rémi Felin, Catherine Faron and Andrea Tettamanzi - Transformer based Semantic Relation Typing for Knowledge Graph Integration [pdf]
by Sven Hertling and Heiko Paulheim - Entity Linking for KGQA Using AMR Graphs [pdf]
by Nadine Steinmetz - REGNUM: Generating Logical Rules with Numerical Predicates in Knowledge Graphs [pdf]
by Armita Khajeh Nassiri, Nathalie Pernelle and Fatiha Saïs - Classifying sequences by combining context-free grammars and OWL ontologies [pdf, best paper nominee]
by Nicolas Lazzari, Andrea Poltronieri and Valentina Presutti - NASTyLinker: NIL-Aware Scalable Transformer-based Entity Linker [pdf]
by Nicolas Heist and Heiko Paulheim - iSummary: Workload-based, Personalized summaries for Knowledge Graphs [pdf]
by Giannis Vassiliou, Fanouris Alevizakis, Nikolaos Papadakis and Haridimos Kondylakis - Neural Class Expression Synthesis [pdf]
by N’Dah Jean Kouagou, Stefan Heindorf, Caglar Demir and Axel-Cyrille Ngonga Ngomo - Evaluating Language Models for Knowledge Base Completion [pdf]
by Blerta Veseli, Sneha Singhania, Simon Razniewski and Gerhard Weikum - Subsumption Prediction on E-Commerce Taxonomies [pdf]
by Jingchuan Shi, Jiaoyan Chen, Hang Dong, Ishita Khan, Lizzie Liang, Qunzhi Zhou, Zhe Wu and Ian Horrocks - Two-view Graph Neural Networks for Knowledge Graph Completion [pdf]
by Vinh Tong, Dai Quoc Nguyen, Dinh Phung and Dat Quoc Nguyen - GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering [pdf]
by Debayan Banerjee, Pranav Ajit Nair, Ricardo Usbeck and Chris Biemann - Repairing EL ontologies using weakening and completing [pdf]
by Ying Li and Patrick Lambrix - Activity Recommendation for Business Process Modeling with Sequence-to-Sequence Models [pdf]
by Diana Sola, Han van der Aa, Christian Meilicke and Heiner Stuckenschmidt
Resource
- RELD: A Knowledge Graph of Relation Extraction Datasets [pdf]
by Manzoor Ali, Muhammad Saleem, Diego Moussallem, Mohamed Ahmed Sherif and Axel-Cyrille Ngonga Ngomo - The Internet Meme Knowledge Graph [pdf]
by Riccardo Tommasini, Filip Ilievski and Thilini Wijesiriwardene - Describing and Organizing Semantic Web and Machine Learning Systems in the SWeMLS-KG [pdf, best paper nominee]
by Fajar J. Ekaputra, Majlinda Llugiqi, Marta Sabou, Andreas Ekelhart, Heiko Paulheim, Anna Breit, Artem Revenko, Laura Waltersdorfer, Kheir Eddine Farfar and Sören Auer - A Concise Ontology to Support Research on Complex, Multimodal Clinical Reasoning [pdf]
by Sabbir Rashid, Jamie McCusker, Daniel Gruen, Oshani Seneviratne and Deborah McGuinness - LauNuts: A Knowledge Graph to identify and compare geographic regions in the European Union [pdf]
by Adrian Wilke and Axel-Cyrille Ngonga Ngomo - HHT : an approach for representing temporally-evolving historical territories [pdf, best paper nominee]
by William Charles, Nathalie Hernandez and Nathalie Aussenac-Gilles - An Upper Ontology for Modern Science Branches and Related Entities [pdf]
by Said Fathalla, Christoph Lange and Sören Auer - K-Hub: a modular ontology to support document retrieval and knowledge extraction in Industry 5.0 [pdf]
by Anisa Rula, Gloria Re Calegari, Antonia Azzini, Davide Bucci, Alessio Carenini, Ilaria Baroni and Irene Celino - pyRDF2Vec: A Python Implementation and Extension of RDF2Vec [pdf]
by Bram Steenwinckel, Gilles Vandewiele, Terencio Agozzino and Femke Ongenae - Boosting Knowledge Graph Generation from Tabular Data with RML Views [pdf]
by Julián Arenas-Guerrero, Ahmad Alobaid, María Navas-Loro, María S. Pérez and Oscar Corcho - A knowledge graph of contentious terminology for inclusive representation of cultural heritage [pdf, best paper nominee]
by Andrei Nesterov, Laura Hollink, Marieke van Erp and Jacco van Ossenbruggen - LegalHTML: a Representation Language for Legal Acts [pdf]
by Armando Stellato and Manuel Fiorelli - Whyis 2: An Open Source Framework for Knowledge Graph Development and Research [pdf]
by Jamie McCusker and Deborah McGuinness
In-Use
- Prototyping an End-User User Interface for the Solid Application Interoperability Specification under GDPR [pdf, best paper nominee]
by Hadrien Bailly, Anoop Papanna and Rob Brennan - SemReasoner – A high-performance Knowledge Graph Store and rule-based Reasoner [pdf, best paper nominee]
by Kevin Angele, Jürgen Angele, Umutcan Simsek and Dieter Fensel - LIS: A Knowledge Graph-based Line Information System [pdf]
by Irlan Grangel, Marc Rickart, Oliver Rudolph and Fasal Shah - Combining Semantic Web and Machine Learning for Auditable Legal Key Element Extraction [pdf]
by Anna Breit, Laura Waltersdorfer, Fajar J. Ekaputra, Sotiris Karampatakis, Tomasz Miksa and Gregor Käfer - Understanding Customer Requirements – an Enterprise Knowledge Graph Approach [pdf]
by Basel Shbita, Anna Lisa Gentile, Chad DeLuca, Pengyuan Li and Guang-Jie Ren - Investigating Ontology-based data access with GitHub [pdf]
by Yahlieel Jafta, Louise Leenen and Thomas Meyer - Enabling Live SPARQL Queries Over ConceptNet Using Triple Pattern Fragments [pdf]
by Marcelo Machado, Guilherme Lima, Elton Soares, Rosario Uceda-Sosa and Renato Cerqueira - Evaluation of a Representative Selection of SPARQL Query Engines using Wikidata [pdf]
by An Ngoc Lam, Brian Elvesæter and Francisco Martin-Recuerda - MOSAIK: An Agent-Based Decentralized Control System with Stigmergy For A Transportation Scenario [pdf]
by Sebastian Schmid, Daniel Schraudner and Andreas Harth
