Publications

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In Press
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 International conference on information and knowledge management, In Press.PDF icon 2020-CIKM-enslaved-alignment.pdf (661.37 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, In Press.
C. Shimizu and Hitzler, P., “Ontology-based Data Organization for the Enslaved Project”, In Press.PDF icon 2020-Enslaved-dataorg.pdf (281.54 KB)
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)
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.
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 ESWC 2020, 2020.PDF icon (pdf) author version (1.52 MB)
A. Hossein Yazdavar, Mahdavinejad, M. Saeid, Baja, G., Romine, W., Sheth, A., Monadjemi, A. Hassan, Thirunarayan, K., Meddar, J. M., Myers, A., Pathak, J., and Hitzler, P., “Multimodal mental health analysis in social media”, PLoS ONE, 2020.PDF icon journal.pone_.0226248-min.pdf (1007.16 KB)
P. Hitzler, Bianchi, F., Ebrahimi, M., and Sarker, M. Kamruzzama, “Neural-Symbolic Integration and the Semantic Web”, Semantic Web, vol. 11, no. 1, 2020.
L. Zhou, Thieblin, E., Cheatham, M., Faria, D., Pesquita, C., Trojahn, C., and Zamazal, O., “Towards Evaluating Complex Ontology Alignments”, Knowledge Engineering Review, vol. 35, 2020.
2019
M. Cheatham, Varanka, D., Arauz, F., and Zhou, L., “Alignment of Surface Water Ontologies: A comparison of manual and automated approaches”, Journal of Geographical Systems, 2019.
L. Zhou, Cheatham, M., and Hitzler, P., “AROA Results of 2019 OAEI”, in Ontology Matching, Auckland, New Zealand, 2019.

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