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Journal Article

K. Janowicz, Hitzler, P., Li, W., Rehberger, D., Schildhauer, M., Zhu, R., Shimizu, C., Fisher, C. K., Cai, L., Mai, G., Zalewski, J., Zhou, L., Stephen, S., Gonzalez, S., Mecum, B., Carr, A. Lopez, Schroeder, A., Smith, D., Wright, D., Wang, S., Tian, Y., Liu, Z., Shi, M., D’Onofrio, A., and Gu, Z., “Know, Know Where, KnowWhereGraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence”, AI Magazine, 2022.

KWG-AI-Magazine-2022.pdf (7.6 MB)

K. Janowicz, Hitzler, P., Li, W., Rehberger, D., Schildhauer, M., Zhu, R., Shimizu, C., Fisher, C. K., Cai, L., Mai, G., Zalewski, J., Zhou, L., Stephen, S., Estrecha, S. Gonzalez, Mecum, B. D., Lopez-Carr, A., Schroeder, A., Smith, D., Wright, D. J., Wang, S., Tian, Y., Liu, Z., Shi, M., D'Onofrio, A., Gu, Z., and Currier, K., “Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence”, AI Mag., vol. 43, pp. 30–39, 2022.

R. Zhu, Shimizu, C., Stephen, S., Fisher, C. K., Thelen, T., Currier, K., Janowicz, K., Hitzler, P., Schildhauer, M., Li, W., Rehberger, D., Barua, A., Christou, A., Cai, L., Dalal, A., D'Onofrio, A., Eells, A., Faulk, M., Liu, Z., Mai, G., Mahdavinejad, M. Saeid, Mecum, B. D., Norouzi, S. Saki, Shi, M., Tian, Y., Wang, S., Wang, Z., and Zalewski, J., “The KnowWhereGraph: A Large-Scale Geo-Knowledge Graph for Interdisciplinary Knowledge Discovery and Geo-Enrichment”, Transactions in GIS , vol. 30, 2026.

https:arxiv.org:pdf:2502.13874.pdf (1.85 MB)

Software

Z. Liu, Gu, Z., Thelen, T., Estrecha, S., Zhu, R., Fisher, C., D’Onofrio, A., Shimizu, C., Janowicz, K., Schildhauer, M., Stephen, S., Rehberger, D., Li, W., and Hitzler, P., “Knowledge Explorer: Exploring the 12-Billion-Statement KnowWhereGraph Using Faceted Search (demo paper)”. Seattle, Washington, p. Proceedings of the 30th International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2022.