Janowicz, K., P. Hitzler, W. Li, D. Rehberger, M. Schildhauer, R. Zhu, C. Shimizu, C. K. Fisher, L. Cai, G. Mai, J. Zalewski, L. Zhou, S. Stephen, S. Gonzalez, B. Mecum, A. Lopez-Carr, A. Schroeder, D. Smith, D.Wright, S. Wang, Y. Tian, Z. Liu, M. Shi, A. D'Onofrio, Z. Gu, & K. Currier. 2022. "Know, KnowWhere, KnowWhereGraph: A densely connected, cross-domain knowledge graph and geo-enrichment service stack for applications in environmental intelligence."" AI Magazine 43: 30-39. https://doi.org/10.1002/aaai.12043
Janowicz, K., Shimizu, C., Hitzler, P., Mai, G., Stephen, S., Zhu, R., Cai, L., Zhou, L., Schildhauer, M., Liu, Z., Wang, Z., & Shi, M. (2022). Diverse data! Diverse schemata?. Semantic Web, 13, 1-3.
Carral, D., Zalewski, J., & Hitzler, P. (2022). An efficient algorithm for reasoning over OWL EL ontologies with nominal schemas. Journal of Logic and Computation.
Hitzler, P., Eberhart, A., Ebrahimi, M., Sarker, M., & Zhou, L. (2022). Neuro-symbolic approaches in artificial intelligence. National Science Review, 9(6).
Mai, G., Huang, W., Cai, L., Zhu, R., & Lao, N. (2022). Narrative Cartography with Knowledge Graphs. Journal of Geovisualization and Spatial Analysis, 6(1), 1-24.
Mai, G., Janowicz, K., Hu, Y., Gao, S., Yan, B., Zhu, R., Cai, L. & Lao, N. (2022). A review of location encoding for GeoAI: methods and applications. International Journal of Geographical Information Science, 1-35.
Franklin, R. S., Delmelle, E. C., Andris, C., Cheng, T., Dodge, S., Franklin, J., ... & Wentz, E. A. (2022). Making Space in Geographical Analysis. Geographical Analysis.
Li, W., Liu, Y., & Wang, S. (2022). Real-time GIS Programming and Geocomputation (Vol. 2022, No. Q1). The Geographic Information Science & Technology Body of Knowledge (1st Quarter 2022 Edition), John P. Wilson (ed.). DOI: 10.22224/gistbok/2022.1.3.
Liu, Z., Shi, M., Janowicz, K., Regalia, B., Delbecque, S., Mai, G., Zhu, R. & Hitzler, P. (2022). LD Connect: A Linked Data Portal for IOS Press Scientometrics. [accepted by ESWC 2022]
Cai, L., Janowicz, K., Zhu, R., Mai, G. & Yan, B. (2022). HyperQuaternionE: A Hyperbolic Embedding Model for Qualitative Spatial and Temporal Reasoning. Geoinformatica. [under review]
Cai, L., Janowicz, K. & Zhu, R. (2022). Automatic Discovery of Conceptual Neighborhood Using Machine Learning Methods. The 15th International Conference on Spatial Information Theory. [accepted]
Liu, Z., Janowicz, K., Cai, L., Zhu, R., Mai, G. & Shi M. (2022). Geoparsing: Solved or Biased? An Evaluation of Geographic Biases in Geoparsing. The 25th AGILE Conference on Geographic Information Science. [accepted]
Janowicz, K., Zhu, R., McKenzie, G., Verstegen, J., Martins, B. & Cai, L. (2022). Six GIScience Ideas That Must Die. The 25th AGILE Conference on Geographic Information Science. [accepted]
Zhu, R., Janowicz, K., Mai, G., Cai L. & Shi M. (2022). COVID-Forecast-Graph: An Open Knowledge Graph for Consolidating COVID-19 Forecasts and Economic Indicators via Place and Time. The 25th AGILE Conference on Geographic Information Science. [accepted]
Zhu, R., Janowicz K., Cai L., and Mai G., (2022). Reasoning over Higher-order Qualitative Spatial Relations via Neural Networks. International Journal of Geographic Information Science. (in revision)
Zalewski, J., Zhou, L., Shimizu, C., & Hitzler, P. (2021). InK Browser - The Interactive Knowledge Browser. International Semantic Web Conference, 20.
Zhu, R., Shimizu, C., Stephen, S., Zhou, L., Cai, L., Mai, G., Janowicz, K., Schildhauer, M., & Hitzler, P. (2021). SOSA-SHACL: Shapes Constraint for the Sensor, Observation, Sample, and Actuator Ontology. The 10th International Joint Conference on Knowledge Graphs, 99–107.
Cai, L., Janowicz, K., Yan, B., Zhu, R., & Mai, G. (2021, December). Time in a box: Advancing knowledge graph completion with temporal scopes. In Proceedings of the 11th on Knowledge Capture Conference (pp. 121-128).
Zhu, R., Cai, L., Mai, G., Shimizu, C., Fisher, C. K., Janowicz, K., ... & Liu, Z. (2021, December). Providing Humanitarian Relief Support through Knowledge Graphs. In Proceedings of the 11th on Knowledge Capture Conference (pp. 285-288).
Shimizu, C., Zhu, R., Mai, G., Fisher, C., Cai, L., Schildhauer, M., Janowicz, K., Hitzler, P., Zhou, L., & Stephen, S. (2021). A Pattern for Features on a Hierarchical Spatial Grid. The 10th International Joint Conference on Knowledge Graphs, 108–114.
Zalewski, J., Hitzler, P., & Janowicz, K. (2021, November). Semantic Compression with Region Calculi in Nested Hierarchical Grids. In Proceedings of the 29th International Conference on Advances in Geographic Information Systems (pp. 305-308).
Zhu, R., Ambrose, S., Zhou, L., Shimizu, C., Cai, L., Mai, G., ... & Schildhauer, M. (2021). Environmental Observations in Knowledge Graphs. In 2nd Workshop on Data and research objects management for Linked Open Science (pp. 1-11).
Arundel, S. T., & Li, W. AM-21-The Evolution of Geospatial Reasoning, Analytics, and Modeling.
Carral, D., & Rudolph, S. (2021). Seed Patterns for Modeling Trees. Advances in Pattern-Based Ontology Engineering, 51, 48.
Eberhart, A., Shimizu, C., Chowdhury, S., Sarker, M., & Hitzler, P. (2021, June). Expressibility of OWL axioms with patterns. In European Semantic Web Conference (pp. 230-245). Springer, Cham.
Ebrahimi, M., Eberhart, A., Bianchi, F., & Hitzler, P. (2021). Towards bridging the neuro-symbolic gap: Deep deductive reasoners. Applied Intelligence, 51(9), 6326-6348.
Ebrahimi, M., Eberhart, A., & Hitzler, P. (2021). On the Capabilities of Pointer Networks for Deep Deductive Reasoning. arXiv preprint arXiv:2106.09225.
Ebrahimi, M., Sarker, M. K., Bianchi, F., Xie, N., Eberhart, A., Doran, D., Kim, H., & Hitzler, P. (2021). Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment. AAAI-MAKE 2021.
SGoodchild, M. F., & Li, W. (2021). Replication across space and time must be weak in the social and environmental sciences. Proceedings of the National Academy of Sciences, 118(35).
Hitzler, P., Janowicz, K., Sharda, A., & Shimizu, C. (2021). Advancing agriculture through semantic data management. Semantic Web, 12(4), 543-545.
Janowicz, K. (2021). Knowwheregraph drives analytics and cross-domain knowledge. ArcUser (2021), 16-19.
Kedron, P., Li, W., Fotheringham, S., & Goodchild, M. (2021). Reproducibility and replicability: opportunities and challenges for geospatial research. International Journal of Geographical Information Science, 35(3), 427-445.
Mai, G., Janowicz, K., Zhu, R., Cai, L., & Lao, N. (2021). Geographic question answering: Challenges, uniqueness, classification, and future directions. AGILE: GIScience Series, 2, 1-21.
Shi, M., Janowicz, K., Cai, L., Mai, G., & Zhu, R. (2021). A Socially Aware Huff Model for Destination Choice in Nature-based Tourism. AGILE: GIScience Series, 2, 1-16.
Lafia, S., Zhu, R., Regalia, B., & Kuhn, W. (2021). Reimagining GIS Instruction through Concept-Based Learning. AGILE: GIScience Series, 2, 1-7.
Shimizu, C., Hammar, K., & Hitzler, P. (2021). Modular ontology modeling. Semantic Web, Preprint, 1–31.
Zhang, Z., Zou, L., Li, W., Usery, L., Albrecht, J., & Armstrong, M. (2021). Cyberinfrastructure and intelligent spatial decision support systems. Transactions in GIS, 25(4), 1651-1653.
Yan, B., Mai, G., Hu, Y., & Janowicz, K. (2021). Harnessing Heterogeneous Big Geospatial Data. In Handbook of Big Geospatial Data (pp. 459-473). Springer, Cham.
Hitzler, P. (2021). A review of the semantic web field. Communications of the ACM, 64(2), 76-83.
Wilson, J. P., Butler, K., Gao, S., Hu, Y., Li, W., & Wright, D. J. (2021). A five-star guide for achieving replicability and reproducibility when working with GIS software and algorithms. Annals of the American Association of Geographers, 111(5), 1311-1317.
Eberhart, A., Carral, D., Hitzler, P., Lapp, H., & Rudolph, S. (2021). Seed Patterns for Modeling Trees. In Advances in Pattern-Based Ontology Engineering (pp. 48–67). IOS Press.
Ebrahimi, M. (2021). Towards generalizable neuro-symbolic reasoners: Vol. PhD [Dissertation, Kansas State University]. https://krex.k-state.edu/dspace/handle/2097/41621
Shimizu, C., Zhu, R., Mai, G., Schildhauer, M., Janowicz, K., & Hitzler, P. (2021). A Pattern for Modeling Causal Relations Between Events. 12th Workshop on Ontology Design and Patterns.
Cogan Shimizu, R. Z., Mai, G., Schildhauer, M., Janowicz, K., & Hitzler, P. A Pattern for Modeling Causal Relations Between Events.
Eells, A., Shimizu, C., Zhou, L., Hitzler, P., Estrecha, S. G., & Rehberger, D. (2021). Aligning Patterns to the Wikibase Model. In Workshop on Ontology Design and Patterns.
Cai, L., Janowicz, K., Mai, G., Yan, B., & Zhu, R. (2020). Traffic transformer: Capturing the continuity and periodicity of time series for traffic forecasting. Transactions in GIS, 24(3), 736-755.
Li, W. (2020). GeoAI: Where machine learning and big data converge in GIScience. Journal of Spatial Information Science, (20), 71-77.
Mai, G., Janowicz, K., Cai, L., Zhu, R., Regalia, B., Yan, B., ... & Lao, N. (2020). SE-KGE: A location-aware Knowledge Graph Embedding model for Geographic Question Answering and Spatial Semantic Lifting. Transactions in GIS, 24(3), 623-655.
Mai, G., Janowicz, K., Yan, B., Zhu, R., Cai, L., & Lao, N. (2020). Multi-scale representation learning for spatial feature distributions using grid cells. arXiv preprint arXiv:2003.00824.
Mai, G., Janowicz, K., Prasad, S., Shi, M., Cai, L., Zhu, R., ... & Lao, N. (2020). Semantically-Enriched Search Engine for Geoportals: A Case Study with ArcGIS Online. AGILE: GIScience Series, 1, 1-17.
Regalia, B. D. (2020). Computational Time and Space Tradeoffs in Geo Knowledge Graphs. University of California, Santa Barbara.
Abbas, N., Alghamdi, K., Alinam, M., Alloatti, F., Amaral, G., d'Amato, C., ... & Xu, W. (2020). Knowledge Graphs Evolution and Preservation--A Technical Report from ISWS 2019. arXiv preprint arXiv:2012.11936.
Shao, H., Li, W., Kang, W., & Rey, S. J. (2020). When spatial analytics meets cyberinfrastructure: an interoperable and replicable platform for online spatial-statistical-visual analytics. Journal of Geovisualization and Spatial Analysis, 4(2), 1-16.
Yu, M., Bambacus, M., Cervone, G., Clarke, K., Duffy, D., Huang, Q., ... & Yang, C. (2020). Spatiotemporal event detection: A review. International Journal of Digital Earth, 13(12), 1339-1365.
Pour, M. A. N., Algergawy, A., Amini, R., Faria, D., Fundulaki, I., Harrow, I., Hertling, S., Jiménez-Ruiz, E., Jonquet, C., Karam, N., Khiat, A., Laadhar, A., Lambrix, P., Li, H., Li, Y., Hitzler, P., Paulheim, H., Pesquita, C., Saveta, T., … Zhou, L. (2020). Results of theOntology Alignment Evaluation Initiative 2020. In 15th International Workshop on Ontology Matching.
Shimizu, C., McGranaghan, R. M., & Kellerman, A. C. (2020, December). Data Integration with Knowledge Graphs: A Space Weather Use-case. In AGU Fall Meeting Abstracts (Vol. 2020, pp. IN026-09).
Zhu, R., Ambrose, S. S., Zhou, L., Shimizu, C., Cai, L., Mai, G., Janowicz, K., Hitzler, P., & Schildhauer, M. (2021). Environmental Observations in Knowledge Graphs. DaMaLOS 2021 @ ISWC.
Zhou, L. (2020). Towards automated complex ontology alignment using rule-based machine learning: Vol. Doctorate [Dissertation]. Kansas State University.