Publications

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2020
A. Eberhart, Ebrahimi, M., Zhou, L., Shimizu, C., and Hitzler, P., “Completion Reasoning Emulation for the Description Logic EL+”, Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, vol. 2600. CEUR-WS.org, Stanford University, Palo Alto, California, USA, 2020.PDF icon paper5.pdf (1.89 MB)
I. Juvina, Aue, W. R., Minnery, B., Hitzler, P., Nadella, S., and Sarker, M. K., “Counterfactual reasoning over large-scale human performance optimization experiments”, Virtual poster presented at the annual meeting of the Psychonomic Society, November 2020. 2020.
M. Alam, Groth, P., Hitzler, P., Paulheim, H., Sack, H., and Tresp, V., “CSSA'20: Workshop on Combining Symbolic and Sub-Symbolic Methods and their Applications”, in CIKM'20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020, 2020, pp. 3523-3524.
A. Eberhart, Shimizu, C., Stevens, C., Hitzler, P., Myers, C. W., and Maruyam, B., “A Domain Ontology for Task Instructions”, in KGSWC, 2020.PDF icon 2020KGSWCADomainOntologyforTaskInstructions.pdf (818.33 KB)
L. Zhou, Shimizu, C., Hitzler, P., Sheill, A. M., Estrecha, S. Gonzalez, Foley, C., Tarr, D., and Rehberger, D., “The Enslaved Dataset: A Real-world Complex Ontology Alignment Benchmark using Wikibase”, in 29th ACM International Conference on Information and Knowledge Management, 2020.PDF icon 2020-CIKM-enslaved-alignment.pdf (661.37 KB)
C. Shimizu, Hitzler, P., Hirt, Q., Rehberger, D., Estrecha, S. Gonzalez, Foley, C., Sheill, A. M., Hawthorne, W., Mixter, J., Watrall, E., Carty, R., and Tarr, D., “The Enslaved Ontology: Peoples of the Historic Slave Trade”, Journal of Web Semantics, vol. 63, 2020.PDF icon (pdf) author version: The Enslaved Ontology (1020.25 KB)
Z. A. Daniels, Frank, L. D., Menart, C. J., Raymer, M., and Hitzler, P., “A Framework for Explainable Deep Neural Models Using External Knowledge Graphs”, in Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications, SPIE, 2020.
A. Eberhart and Hitzler, P., “A Functional API for OWL”, The 19th International Semantic Web Conference, vol. 2721. 2020.PDF icon ISWC2020fOWL.pdf (159.06 KB)
R. Amini, Zhou, L., and Hitzler, P., “GeoLink Cruises: A Non-Synthetic Benchmark for Co-Reference Resolution on Knowledge Graphs”, in International conference on information and knowledge management, 2020.PDF icon GeoLink_Cruise_authorversion.pdf (470.84 KB)
L. Zhou, Cheatham, M., Krisnadhi, A., and Hitzler, P., “GeoLink Dataset: A Complex Alignment Benchmark from Real-world Ontology”, Data Intelligence , 2020.
K. Janowicz and Hitzler, P., “Gold-Level Open Access at the Semantic Web Journal”, Semantic Web, vol. 11, no. 1, 2020.
I. Tiddi, Lécué, F., and Hitzler, P., Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, Applications and Challenges, vol. 47. Amsterdam: IOS Press, 2020.
C. Shimizu, Hammar, K., and Hitzler, P., “Modular Graphical Ontology Engineering Evaluated”, in The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings, 2020, vol. 12123, pp. 20–35.PDF icon 2020_ESWC_CoModIDE.pdf (2.49 MB)
C. Shimizu, Hitzler, P., and Krisnadhi, A., “Modular Ontology Modeling: A Tutorial”, in Applications and Practices in Ontology Design, Extraction, and Reasoning, vol. 49, IOS Press, 2020.PDF icon 2020-mom-tutorial.pdf (826.7 KB)
A. Dalal, Shimizu, C., and Hitzler, P., “Modular Ontology Modeling Meets Upper Ontologies: The Upper Ontology Alignment Tool”, in The 19th International Semantic Web Conference, 2020, vol. 2721, pp. 119-124.PDF icon 2020-UOATool.pdf (162.59 KB)

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