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2021

M. Ebrahimi, Sarker, M. K., Bianchi, F., Xie, N., Eberhart, A., Doran, D., Kim, H. S., and Hitzler, P., “Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment”, in AAAI-MAKE 2021, 2021.

2021-AAAI_MAKE.pdf (753.28 KB)

P. Hitzler, Janowicz, K., Shimizu, C., Zhou, L., and Eells, A., “Open Science data and the Semantic Web journal”, Semantic Web, vol. 12(3), 2021.

sw_open_science_editorial.pdf (38.56 KB)

C. Shimizu, Zhu, R., Mai, G., Schildhauer, M., Janowicz, K., and Hitzler, P., “A Pattern for Features on a Hierarchical Spatial Grid”, in The 10th International Joint Conference on Knowledge Graphs, IJCKG 2021, December 6-8, 2021, Virtual Event, Thailand, 2021.

2021_IJCKG_KWG_HCF.pdf (534.01 KB)

C. Shimizu, Zhu, R., Mai, G., Schildhauer, M., Janowicz, K., and Hitzler, P., “A Pattern for Modeling Causal Relations Between Events”, in 13th Workshop on Ontology Design and Patterns, 2021.

2021_WOP_KWG_Causal_Relation_Pattern.pdf (443.09 KB)

M. Abd Nikooi Pour, Algergawy, A., Amardeilh, F., Amini, R., Fallatah, O., Faria, D., Fundulaki, I., Harrow, I., Hertling, S., Hitzler, P., Huschka, M., Ibanescu, L., Ruiz, E. Jimenez-, Karam, N., Laadhar, A., Lambrix, P., Li, H., Li, Y., Michel, F., Na, sr, E., Paulheim, H., Pesquita, C., Portisch, J., Roussey, C., Saveta, T., Shvaiko, P., Splendiani, A., Trojahn, C., Vatascinova, J., Yaman, B., Zamazal, O., and Zhou, L., “Results of the Ontology Alignment Evaluation Initiative 2021”, Proceedings of the 16th International Workshop on Ontology Matching co-located with the 20th International Semantic Web Conference (ISWC 2021). 2021.

P. Hitzler, “A Review of the Semantic Web Field”, Communications of the ACM, vol. 64, pp. 76-83, 2021.

2020_CACM_SWsurvey-authorversion.pdf (529.86 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.

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.

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.

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.

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.

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.

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.

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