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Recent Publications


David Tena Cucala, Bernardo Cuenca Grau, and Ian Horrocks. Pay-as-you-go consequence-based reasoning for the description logic SROIQ. Artif. Intell., 298:103518, 2021. [ bib | .pdf ]

Jiaoyan Chen, Pan Hu, Ernesto Jiménez-Ruiz, Ole Magnus Holter, Denvar Antonyrajah, and Ian Horrocks. OWL2Vec*: embedding of OWL ontologies. Mach. Learn., 110(7):1813-1845, 2021. [ bib | DOI | http ]

Temitope Ajileye, Boris Motik, and Ian Horrocks. Streaming Partitioning of RDF Graphs for Datalog Reasoning. In ESWC, volume 12731 of Lecture Notes in Computer Science, pages 3-22. Springer, 2021. [ bib | .pdf ]

Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks, Denvar Antonyrajah, Ali Hadian, and Jaehun Lee. Augmenting Ontology Alignment by Semantic Embedding and Distant Supervision. In Ruben Verborgh, Katja Hose, Heiko Paulheim, Pierre-Antoine Champin, Maria Maleshkova, Óscar Corcho, Petar Ristoski, and Mehwish Alam, editors, The Semantic Web - 18th International Conference, ESWC 2021, Virtual Event, June 6-10, 2021, Proceedings, volume 12731 of Lecture Notes in Computer Science, pages 392-408. Springer, 2021. [ bib | .pdf ]

Jiaoyan Chen, Yuxia Geng, Zhuo Chen, Ian Horrocks, Jeff Z. Pan, and Huajun Chen. Knowledge-aware Zero-Shot Learning: Survey and Perspective. In Zhi-Hua Zhou, editor, Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021, pages 4366-4373. ijcai.org, 2021. [ bib | DOI | http ]

Mark Kaminski, Bernardo Cuenca Grau, Egor V. Kostylev, and Ian Horrocks. Complexity and Expressive Power of Disjunction and Negation in Limit Datalog. In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, pages 2862-2869. AAAI Press, 2020. [ bib | http ]

Jaehun Lee, Taeho Hwang, Jungho Park, Yunsu Lee, Boris Motik, and Ian Horrocks. A Context-Aware Recommendation System for Mobile Devices. In ISWC (Demos/Industry), volume 2721 of CEUR Workshop Proceedings, pages 380-382. CEUR-WS.org, 2020. [ bib | .pdf ]

Jiaoyan Chen, Xi Chen, Ian Horrocks, Erik B. Myklebust, and Ernesto Jiménez-Ruiz. Correcting Knowledge Base Assertions. In WWW, pages 1537-1547. ACM / IW3C2, 2020. [ bib | http ]

Charalampos Nikolaou, Egor V. Kostylev, George Konstantinidis, Mark Kaminski, Bernardo Cuenca Grau, and Ian Horrocks. Foundations of ontology-based data access under bag semantics. Artificial Intelligence, 274:91-132, 2019. [ bib | DOI | .pdf ]

Boris Motik, Yavor Nenov, Robert Piro, and Ian Horrocks. Maintenance of datalog materialisations revisited. Artificial Intelligence, 269:76-136, 2019. [ bib | DOI | .pdf ]

Alina Petrova, Egor V. Kostylev, Bernardo Cuenca Grau, and Ian Horrocks. Query-Based Entity Comparison in Knowledge Graphs Revisited. In Proc. of the 18th International Semantic Web Conference (ISWC 2019), volume 11778 of Lecture Notes in Computer Science, pages 558-575. Springer, 2019. [ bib | .pdf ]

Alina Petrova, Egor V. Kostylev, Bernardo Cuenca Grau, and Ian Horrocks. Towards Explainable Entity Matching via Comparison Queries. In OM@ISWC, volume 2536 of CEUR Workshop Proceedings, pages 197-198. CEUR-WS.org, 2019. [ bib | .pdf ]

Theofilos Mailis, Yannis Kotidis, Vaggelis Nikolopoulos, Evgeny Kharlamov, Ian Horrocks, and Yannis E. Ioannidis. Mv-Index: An Efficient Index for Graph-Query Containment. In ISWC Satellites, volume 2456 of CEUR Workshop Proceedings, pages 193-196. CEUR-WS.org, 2019. [ bib | .pdf ]

Gianluca Cima, Charalampos Nikolaou, Egor V. Kostylev, Mark Kaminski, Bernardo Cuenca Grau, and Ian Horrocks. Bag Semantics of DL-Lite with Functionality Axioms. In Proc. of the 18th International Semantic Web Conference (ISWC 2019), volume 11778 of Lecture Notes in Computer Science, pages 128-144. Springer, 2019. [ bib | .pdf ]

Jiaoyan Chen, Ernesto Jiménez-Ruiz, and Ian Horrocks. Canonicalizing Knowledge Base Literals. In Proc. of the 18th International Semantic Web Conference (ISWC 2019), volume 11778 of Lecture Notes in Computer Science, pages 110-127. Springer, 2019. [ bib | .pdf ]

Temitope Ajileye, Boris Motik, and Ian Horrocks. Datalog Materialisation in Distributed RDF Stores with Dynamic Data Exchange. In Proc. of the 18th International Semantic Web Conference (ISWC 2019), volume 11778 of Lecture Notes in Computer Science, pages 21-37. Springer, 2019. [ bib | .pdf ]

David Tena Cucala, Bernardo Cuenca Grau, and Ian Horrocks. Sequoia: A Consequence Based Reasoner for SROIQ. In Proc. of the 2019 Description Logic Workshop (DL 2019), volume 2373 of CEUR Workshop Proceedings. CEUR-WS.org, 2019. [ bib | .pdf ]

Gianluca Cima, Charalampos Nikolaou, Egor V. Kostylev, Mark Kaminski, Bernardo Cuenca Grau, and Ian Horrocks. Bagging the DL-Lite Family Further. In Proc. of the 2019 Description Logic Workshop (DL 2019), volume 2373 of CEUR Workshop Proceedings. CEUR-WS.org, 2019. [ bib | .pdf ]

Pan Hu, Jacopo Urbani, Boris Motik, and Ian Horrocks. Datalog Reasoning over Compressed RDF Knowledge Bases. In Proc. of the 28th Int. Conf. on Information and Knowledge Management (CIKM 2019), pages 2065-2068. ACM, 2019. [ bib | .pdf ]

David Tena Cucala, Bernardo Cuenca Grau, and Ian Horrocks. 15 Years of Consequence-Based Reasoning. In Description Logic, Theory Combination, and All That, volume 11560 of Lecture Notes in Computer Science, pages 573-587. Springer, 2019. [ bib | .pdf ]

Charalampos Nikolaou, Bernardo Cuenca Grau, Egor V. Kostylev, Mark Kaminski, and Ian Horrocks. Satisfaction and Implication of Integrity Constraints in Ontology-based Data Access. In Proc. of the 28th Int. Joint Conf. on Artificial Intelligence (IJCAI 2019), pages 1829-1835, 2019. [ bib | .pdf ]

Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks, and Charles Sutton. ColNet: Embedding the Semantics of Web Tables for Column Type Prediction. In Proc. of the 33rd Nat. Conf. on Artificial Intelligence (AAAI 19), pages 29-36, 2019. [ bib | http ]

Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks, and Charles Sutton. Learning Semantic Annotations for Tabular Data. In Proc. of the 28th Int. Joint Conf. on Artificial Intelligence (IJCAI 2019), pages 2088-2094, 2019. [ bib | .pdf ]

Pan Hu, Boris Motik, and Ian Horrocks. Modular Materialisation of Datalog Programs. In Proc. of the 33rd Nat. Conf. on Artificial Intelligence (AAAI 19), pages 2859-2866, 2019. [ bib | .pdf ]

Theofilos Mailis, Yannis Kotidis, Vaggelis Nikolopoulos, Evgeny Kharlamov, Ian Horrocks, and Yannis Ioannidis. An Efficient Index for RDF Query Containment. In Proc. of the ACM SIGMOD Int. Conf. on Management of Data, 2019. [ bib | .pdf ]

Pan Hu, Boris Motik, and Ian Horrocks. Modular Materialisation of Datalog Programs. CoRR, abs/1811.02304, 2018. [ bib | arXiv | http ]

Jiaoyan Chen, Ernesto Jiménez-Ruiz, Ian Horrocks, and Charles Sutton. ColNet: Embedding the Semantics of Web Tables for Column Type Prediction. CoRR, abs/1811.01304, 2018. [ bib | arXiv | http ]

Andrew Bate, Boris Motik, Bernardo Cuenca Grau, David Tena Cucala, František Simančík, and Ian Horrocks. Consequence-Based Reasoning for Description Logics with Disjunctions and Number Restrictions. J. of Artificial Intelligence Research, 63:625-690, 2018. [ bib | http ]

Ahmet Soylu, Evgeny Kharlamov, Dmitriy Zheleznyakov, Ernesto Jiménez-Ruiz, Martin Giese, Martin G. Skjæveland, Dag Hovland, Rudolf Schlatte, Sebastian Brandt, Hallstein Lie, and Ian Horrocks. OptiqueVQS: A visual query system over ontologies for industry. Semantic Web, 9(5):627-660, 2018. [ bib | DOI | .pdf ]

David Tena Cucala, Bernardo Cuenca Grau, and Ian Horrocks. Consequence-based Reasoning for Description Logics with Disjunction, Inverse Roles, Number Restrictions, and Nominals. CoRR, abs/1805.01396, 2018. [ bib | arXiv | http ]

Mark Kaminski, Bernardo Cuenca Grau, Egor V. Kostylev, Boris Motik, and Ian Horrocks. Stratified Negation in Limit Datalog Programs. CoRR, abs/1804.09473, 2018. [ bib | arXiv | http ]

Christoph Pinkel, Carsten Binnig, Ernesto Jiménez-Ruiz, Evgeny Kharlamov, Wolfgang May, Andriy Nikolov, Ana Sasa Bastinos, Martin G. Skjæveland, Alessandro Solimando, Mohsen Taheriyan, Christian Heupel, and Ian Horrocks. RODI: Benchmarking relational-to-ontology mapping generation quality. Semantic Web, 9(1):25-52, 2018. [ bib | DOI | http ]

Anthony Potter, Boris Motik, Yavor Nenov, and Ian Horrocks. Dynamic Data Exchange in Distributed RDF Stores. IEEE Trans. on Knowledge and Data Engineering, 30(12):2312-2325, 2018. [ bib | DOI | .pdf ]

Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Marcel Hildebrandt, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, and Peer Kröger. Filling Gaps in Industrial Knowledge Graphs via Event-Enhanced Embedding. In Marieke van Erp, Medha Atre, Vanessa López, Kavitha Srinivas, and Carolina Fortuna, editors, 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., volume 2180 of CEUR Workshop Proceedings. CEUR-WS.org, 2018. [ bib | .pdf ]

Alessandro Ronca, Mark Kaminski, Bernardo Cuenca Grau, and Ian Horrocks. The Window Validity Problem in Rule-Based Stream Reasoning. In Michael Thielscher, Francesca Toni, and Frank Wolter, editors, Principles of Knowledge Representation and Reasoning: Proceedings of the Sixteenth International Conference, KR 2018, Tempe, Arizona, 30 October - 2 November 2018., pages 571-581. AAAI Press, 2018. [ bib | http ]

Jiaoyan Chen, Freddy Lécué, Jeff Z. Pan, Ian Horrocks, and Huajun Chen. Knowledge-Based Transfer Learning Explanation. In Michael Thielscher, Francesca Toni, and Frank Wolter, editors, Principles of Knowledge Representation and Reasoning: Proceedings of the Sixteenth International Conference, KR 2018, Tempe, Arizona, 30 October - 2 November 2018., pages 349-358. AAAI Press, 2018. [ bib | http ]

Ognjen Savkovic, Evgeny Kharlamov, Martin Ringsquandl, Guohui Xiao, Gulnar Mehdi, Elem Güzel Kalayci, Werner Nutt, and Ian Horrocks. Semantic Diagnostics of Smart Factories. In Ryutaro Ichise, Freddy Lécué, Takahiro Kawamura, Dongyan Zhao, Stephen Muggleton, and Kouji Kozaki, editors, Semantic Technology - 8th Joint International Conference, JIST 2018, Awaji, Japan, November 26-28, 2018, Proceedings, volume 11341 of Lecture Notes in Computer Science, pages 277-294. Springer, 2018. [ bib | DOI | http ]

Evgeny Kharlamov, Ognjen Savkovic, Martin Ringsquandl, Guohui Xiao, Gulnar Mehdi, Elem Güzel Kalayci, Werner Nutt, Mikhail Roshchin, Ian Horrocks, and Thomas A. Runkler. Diagnostics of Trains with Semantic Diagnostics Rules. In Fabrizio Riguzzi, Elena Bellodi, and Riccardo Zese, editors, Inductive Logic Programming - 28th International Conference, ILP 2018, Ferrara, Italy, September 2-4, 2018, Proceedings, volume 11105 of Lecture Notes in Computer Science, pages 54-71. Springer, 2018. [ bib | DOI | http ]

Ognjen Savkovic, Evgeny Kharlamov, Guohui Xiao, Gulnar Mehdi, Elem Güzel Kalayci, Werner Nutt, Mikhail Roshchin, and Ian Horrocks. Theoretical Characterization of Signal Diagnostic Processing Language. In Magdalena Ortiz and Thomas Schneider, editors, Proceedings of the 31st International Workshop on Description Logics co-located with 16th International Conference on Principles of Knowledge Representation and Reasoning (KR 2018), Tempe, Arizona, US, October 27th - to - 29th, 2018., volume 2211 of CEUR Workshop Proceedings. CEUR-WS.org, 2018. [ bib | .pdf ]

Evgeny Kharlamov, Gulnar Mehdi, Ognjen Savkovic, Guohui Xiao, Steffen Lamparter, Ian Horrocks, and Arild Waaler. Towards Simplification of Analytical Workflows With Semantics at Siemens (Extended Abstract). In Naoki Abe, Huan Liu, Calton Pu, Xiaohua Hu, Nesreen Ahmed, Mu Qiao, Yang Song, Donald Kossmann, Bing Liu, Kisung Lee, Jiliang Tang, Jingrui He, and Jeffrey Saltz, editors, IEEE International Conference on Big Data, Big Data 2018, Seattle, WA, USA, December 10-13, 2018, pages 1951-1954. IEEE, 2018. [ bib | DOI | http ]

Evgeny Kharlamov, Martin G. Skjæveland, Dag Hovland, Theofilos Mailis, Ernesto Jiménez-Ruiz, Guohui Xiao, Ahmet Soylu, Ian Horrocks, and Arild Waaler. Finding Data Should be Easier than Finding Oil. In Naoki Abe, Huan Liu, Calton Pu, Xiaohua Hu, Nesreen Ahmed, Mu Qiao, Yang Song, Donald Kossmann, Bing Liu, Kisung Lee, Jiliang Tang, Jingrui He, and Jeffrey Saltz, editors, IEEE International Conference on Big Data, Big Data 2018, Seattle, WA, USA, December 10-13, 2018, pages 1747-1756. IEEE, 2018. [ bib | DOI | http ]

David Tena Cucala, Bernardo Cuenca Grau, and Ian Horrocks. Consequence-based Reasoning for Description Logics with Disjunction, Inverse Roles, Number Restrictions, and Nominals. In Jérôme Lang, editor, Proc. of the 27th Int. Joint Conf. on Artificial Intelligence (IJCAI 2018), pages 1970-1976. ijcai.org, 2018. [ bib | DOI | http ]

Mark Kaminski, Bernardo Cuenca Grau, Egor V. Kostylev, Boris Motik, and Ian Horrocks. Stratified Negation in Limit Datalog Programs. In Jérôme Lang, editor, Proc. of the 27th Int. Joint Conf. on Artificial Intelligence (IJCAI 2018), pages 1875-1881. ijcai.org, 2018. [ bib | DOI | http ]

Martin Ringsquandl, Evgeny Kharlamov, Daria Stepanova, Marcel Hildebrandt, Steffen Lamparter, Raffaello Lepratti, Ian Horrocks, and Peer Kröger. Event-Enhanced Learning for KG Completion. In Proc. of the 15th European Semantic Web Conf. (ESWC 2018), volume 10843 of Lecture Notes in Computer Science, pages 541-559. Springer, 2018. [ bib | .pdf ]

Alessandro Ronca, Mark Kaminski, Bernardo Cuenca Grau, Boris Motik, and Ian Horrocks. Stream Reasoning in Temporal Datalog. In Proc. of the 32nd Nat. Conf. on Artificial Intelligence (AAAI 18), pages 1941-1948. AAAI Press, 2018. [ bib | http ]

Pan Hu, Boris Motik, and Ian Horrocks. Optimised Maintenance of Datalog Materialisations. In Proc. of the 32nd Nat. Conf. on Artificial Intelligence (AAAI 18), pages 1871-1879. AAAI Press, 2018. [ bib | .pdf ]

Charalampos Nikolaou, Egor V. Kostylev, George Konstantinidis, Mark Kaminski, Bernardo Cuenca Grau, and Ian Horrocks. The Bag Semantics of Ontology-Based Data Access. CoRR, abs/1705.07105, 2017. [ bib | http ]

Mark Kaminski, Bernardo Cuenca Grau, Egor V. Kostylev, Boris Motik, and Ian Horrocks. Foundations of Declarative Data Analysis Using Limit Datalog Programs. CoRR, abs/1705.06927, 2017. [ bib | http ]

Ahmet Soylu, Martin Giese, Ernesto Jiménez-Ruiz, Evgeny Kharlamov, Dmitriy Zheleznyakov, and Ian Horrocks. Ontology-based end-user visual query formulation: Why, what, who, how, and which? Universal Access in the Information Society, 16(2):435-467, 2017. [ bib | DOI | http ]

Franz Baader, Ian Horrocks, Carsten Lutz, and Uli Sattler. An Introduction to Description Logic. Cambridge University Press, 2017. [ bib | http ]

Alina Petrova, Evgeny Sherkhonov, Bernardo Cuenca Grau, and Ian Horrocks. Entity Comparison in RDF Graphs. In Proc. of the 16th International Semantic Web Conference (ISWC 2017), volume 10587 of Lecture Notes in Computer Science, pages 526-541. Springer, 2017. [ bib | .pdf ]

Gulnar Mehdi, Evgeny Kharlamov, Ognjen Savkovic, Guohui Xiao, Elem Güzel Kalayci, Sebastian Brandt, Ian Horrocks, Mikhail Roshchin, and Thomas A. Runkler. Semantic Rule-Based Equipment Diagnostics. In International Semantic Web Conference (2), volume 10588 of Lecture Notes in Computer Science, pages 314-333. Springer, 2017. [ bib | .pdf ]

Gulnar Mehdi, Evgeny Kharlamov, Ognjen Savkovic, Guohui Xiao, Elem Guzel Kalayci, Sebastian Brandt, Ian Horrocks, Mikhail Roshchin, and Thomas A. Runkler. Semantic Rules for Siemens Turbines. In International Semantic Web Conference (Posters, Demos & Industry Tracks), volume 1963 of CEUR Workshop Proceedings. CEUR-WS.org, 2017. [ bib | .pdf ]

Evgeny Kharlamov, Luca Giacomelli, Evgeny Sherkhonov, Bernardo Cuenca Grau, Egor V. Kostylev, and Ian Horrocks. Ranking, Aggregation, and Reachability in Faceted Search with SemFacet. In International Semantic Web Conference (Posters, Demos & Industry Tracks), volume 1963 of CEUR Workshop Proceedings. CEUR-WS.org, 2017. [ bib | .pdf ]

Gulnar Mehdi, Evgeny Kharlamov, Ognjen Savkovic, Guohui Xiao, Elem Güzel Kalayci, Sebastian Brandt, Ian Horrocks, Mikhail Roshchin, and Thomas A. Runkler. SemDia: Semantic Rule-Based Equipment Diagnostics Tool. In Proc. of the 26th Int. Conf. on Information and Knowledge Management (CIKM 2017), pages 2507-2510. ACM, 2017. [ bib | .pdf ]

Evgeny Kharlamov, Luca Giacomelli, Evgeny Sherkhonov, Bernardo Cuenca Grau, Egor V. Kostylev, and Ian Horrocks. SemFacet: Making Hard Faceted Search Easier. In Proc. of the 26th Int. Conf. on Information and Knowledge Management (CIKM 2017), pages 2475-2478. ACM, 2017. [ bib | .pdf ]

Evgeny Kharlamov, Ognjen Savkovic, Guohui Xiao, Rafael Peñaloza, Gulnar Mehdi, Mikhail Roshchin, and Ian Horrocks. Semantic Rules for Machine Diagnostics: Execution and Management. In Proc. of the 26th Int. Conf. on Information and Knowledge Management (CIKM 2017), pages 2131-2134. ACM, 2017. [ bib | .pdf ]

Charalampos Nikolaou, Egor V. Kostylev, George Konstantinidis, Mark Kaminski, Bernardo Cuenca Grau, and Ian Horrocks. The Bag Semantics of Ontology-Based Data Access. In Carles Sierra, editor, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017, pages 1224-1230. ijcai.org, 2017. [ bib | DOI | http ]

Mark Kaminski, Bernardo Cuenca Grau, Egor V. Kostylev, Boris Motik, and Ian Horrocks. Foundations of Declarative Data Analysis Using Limit Datalog Programs. In Carles Sierra, editor, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017, Melbourne, Australia, August 19-25, 2017, pages 1123-1130. ijcai.org, 2017. [ bib | DOI | http ]

David Tena Cucala, Bernardo Cuenca Grau, and Ian Horrocks. Consequence-based Reasoning for Description Logics with Disjunction, Inverse Roles, and Nominals. In Description Logics, volume 1879 of CEUR Workshop Proceedings. CEUR-WS.org, 2017. [ bib | .pdf ]

Nicholas P. Roth, Vasileios Trigonakis, Sungpack Hong, Hassan Chafi, Anthony Potter, Boris Motik, and Ian Horrocks. PGX.D/Async: A Scalable Distributed Graph Pattern Matching Engine. In Proceedings of the Fifth International Workshop on Graph Data-management Experiences & Systems (GRADES'17), 2017. [ bib | DOI | .pdf ]

Dmitriy Zheleznyakov, Evgeny Kharlamov, and Ian Horrocks. Trust-Sensitive Evolution of DL-Lite Knowledge Bases. In Satinder P. Singh and Shaul Markovitch, editors, Proc. of the 31st Nat. Conf. on Artificial Intelligence (AAAI 17), pages 1266-1273. AAAI Press, 2017. [ bib | .pdf ]


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