Publications

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2021
C. Shimizu, Zhu, R., Mai, G., Schildhauer, M., Janowicz, K., and Hitzler, P., “A Pattern for Modeling Causal Relations Between Events”, in 12th Workshop on Ontology Design and Patterns, 2021.PDF icon 2021_WOP_KWG_Causal_Relation_Pattern.pdf (443.09 KB)
A. Eberhart, Carral, D., Hitzler, P., Lapp, H., and Rudolph, S., “Seed Patterns for Modeling Trees”, in Advances in Pattern-Based Ontology Engineering, IOS Press, 2021, pp. 48-67.PDF icon Seed_Patterns_for_Modeling_Trees.pdf (568.59 KB)
J. Zalewski, Hitzler, P., and Janowicz, K., “Semantic Compression with Region Calculi in Nested Hierarchical Grids (Technical Report)”, 2021.PDF icon Semantic Compression Technical Report (354.64 KB)
R. Zhu, Shimizu, C., Stephen, S., Zhou, L., Cai, L., Mai, G., Janowicz, K., Schildhauer, M., and Hitzler, P., “SOSA-SHACL: Shapes Constraint for the Sensor, Observation, Sample, and Actuator Ontology”, in The 10th International Joint Conference on Knowledge Graphs, IJCKG 2021, December 6-8, 2021, Virtual Event, Thailand, 2021.PDF icon 2021_IJCKG_SOSA_SHACL.pdf (673.54 KB)
C. Kupitz, Eberhart, A., Schmidt, D., Stevens, C., Shimizu, C., Hitzler, P., Salvucci, D., Maruyama, B., and Myers, C., “Toward Undifferentiated Cognitive Models”, International Conference on Cognitive Modeling. 2021.PDF icon Kupitz-ICCM21.pdf (281.73 KB)
M. Ebrahimi, Eberhart, A., Bianchi, F., and Hitzler, P., “Towards Bridging the Neuro-Symbolic Gap: Deep Deductive Reasoners”, Applied Intelligence, 2021.PDF icon APIN2021.pdf (865.93 KB)
2020
L. Zhou and Hitzler, P., “AROA Results of OAEI 2020”, Ontology Matching. Springer, 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)

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