Publications

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2022
P. Hitzler, Eberhart, A., Ebrahimi, M., Sarker, M. K., and Zhou, L., “Neuro-symbolic approaches in artificial intelligence”, National Science Review, vol. 9, no. 6, 2022.
M. K. Sarker, Zhou, L., Eberhart, A., and Hitzler, P., “Neuro-Symbolic Artificial Intelligence: Current Trends”, AI Communications, vol. 34, no. 3, 2022.PDF icon 2021_AIC_NeSy.pdf (149.19 KB)
P. Hitzler and Sarker, M. K., Neuro-Symbolic Artificial Intelligence - The State of the Art. Amsterdam: IOS Press, 2022.
C. Baru, Campbell, L., Chang, W., DeBlank-Knowles, T., George, J., Halbert, M., Albrecht, K., Amaral, L., Ammar, N., Bacastow, T., Baranzini, S., Bishop, M., Cafarella, M., Cucerzan, S., Ding, Y., Handspicker, B., Hassanzadeh, O., Hitzler, P., Hudson, F., Israni, S., Rizk-Jackson, A., Jackson, E., Jahn, E., Janowicz, K., Kar, B., Klein, S., Lange, M., Lassila, O., Li, C., McGranaghan, R., Omay, M., Pah, A., Raschid, L., Ricart, G., Sallinger, E., Seaton, G., Shimizu, C., Stahopoulos, A., Wormeli, P., Yeghiazarian, L., Young, E., Livingston, P., Maughan, D., and Smith, S., “Open Knowledge Network Roadmap: Powering The Next Data Revolution”, 2022.
P. Hitzler, “Open Knowledge Network Roadmap:Appendix B”, 2022.
C. Shimizu, Hitzler, P., and Vardeman, II, C., “A Pattern for Modeling Computational Observations”, Proceedings of the 13th Workshop on Ontology Design and Patterns, WOP2022, at the 21st International Semantic Web Conference, ISWC 2022. 2022.PDF icon 2022-wop-shimizu.pdf (920.06 KB)
S. Stephen, Shimizu, C., Schildhauer, M., Zhu, R., Janowicz, K., and Hitzler, P., “A Pattern for Representing Scientific Taxonomies”, Proceedings of the 13th Workshop on Ontology Design and Patterns, WOP2022, at the 21st International Semantic Web Conference, ISWC 2022. 2022.PDF icon 2022-wop-stephen.pdf (385.58 KB)
P. Hitzler, “Some advances regarding ontologies and neuro-symbolic artificial intelligence”, Proceedings of the Workshop on Meta-Knowledge Transfer/ Communication in Different Systems at ECML/PKDD 2022. 2022.PDF icon 2022-metalearning.pdf (141.48 KB)
2021
P. Hitzler, Janowicz, K., Sharda, A., and Shimizu, C., “Advancing Agriculture through Semantic Data Management”, Semantic Web, vol. 12, no. 4, 2021.PDF icon 2021_SWJ_Editorial_Ag.pdf (77.22 KB)
A. Eells, Shimizu, C., Zhou, L., Hitzler, P., Estrecha, S. Gonzalez, and Rehberger, D., “Aligning Patterns to the Wikibase Model”, Workshop on Ontology Design and Patterns. 2021.PDF icon Aligning Patterns to the Wikibase Model (544.4 KB)
C. Shimizu and Hitzler, P., “Automatically Generating Human Readable Documentation for Ontology Design Patterns”. 2021.
C. Shimizu and Hitzler, P., “Automatically Generating Human Readable Documentation for Ontology Design Patterns”, in International Semantic Web Conference Poster and Demos, 2021.PDF icon ISWC2021_paper_305.pdf (161.18 KB)
A. Dalal, Shimizu, C., and Hitzler, P., “Bridging Upper Ontology and Modular Ontology Modeling: A Tool and Evaluation”, in KGSWC-2021, 2021.PDF icon 2021_KGSWC_UpperOntologyAlignment_Evaluation.pdf (1.19 MB)
M. Ebrahimi, Eberhart, A., and Hitzler, P., “On the Capabilities of Pointer Networks for Deep Deductive Reasoning”, arXiv, arXiv:2106.09225 vol., 2021.PDF icon 2106.09225.pdf (410.48 KB)
R. Zhu, Ambrose, S. Stephen, Zhou, L., Shimizu, C., Cai, L., Mai, G., Janowicz, K., Hitzler, P., and Schildhauer, M., “Environmental Observations in Knowledge Graphs”, in DaMaLOS 2021 @ ISWC, 2021.PDF icon Environmental_Observation_in_Knowledge_Graphs.pdf (582.53 KB)

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