Publications

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Journal Article
M. Cheatham, Krisnadhi, A., Amini, R., Hitzler, P., Janowicz, K., Shepherd, A., Narock, T., Jones, M., and Ji, P., “The GeoLink Knowledge Graph”, Big Earth Data, 2018.PDF icon geolink-knowledge-graph.pdf (716.25 KB)
M. Cheatham, Krisnadhi, A., Amini, R., Hitzler, P., Janowicz, K., Shepherd, A., Narock, T., Jones, M., and Ji, P., “The GeoLink Knowledge Graph”, Big Earth Data, 2018.PDF icon geolink-knowledge-graph.pdf (716.25 KB)
L. Zhou, Cheatham, M., Krisnadhi, A., and Hitzler, P., “GeoLink Dataset: A Complex Alignment Benchmark from Real-world Ontology”, Data Intelligence , 2020.
A. K. Seda and Hitzler, P., “Generalized Distance Functions in the Theory of Computation”, Computer Journal, vol. 53, pp. 443–464, 2010.PDF icon GeneralizedDistance-CJ-2010.pdf (316.51 KB)
K. Janowicz, Hitzler, P., Adams, B., Kolas, D., and Vardeman, C., “Five stars of Linked Data vocabulary use”, Semantic Web, vol. 5, pp. 173–176, 2014.PDF icon swj653.pdf (462.87 KB)
P. Hitzler and Kühnberger, K. - U., “Facets of Artificial General Intelligence”, Künstliche Intelligenz, vol. 23, pp. 58–59, 2009.PDF icon AGI-KI2009.pdf (150.09 KB)
J. Lehmann, Bader, S., and Hitzler, P., “Extracting Reduced Logic Programs from Artificial Neural Networks”, Applied Intelligence, vol. 32, pp. 249–266, 2010.PDF icon lbh08_journal.pdf (249.94 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)
K. Janowicz, Shimizu, C., Hitzler, P., Mai, G., Stephen, S., Zhu, R., Cai, L., Zhou, L., Schildhauer, M., Liu, Z., Wang, Z., and Shi, M., “Diverse data! Diverse schemata?”, Semantic Web, vol. 13, pp. 1–3, 2022.PDF icon sw_2022_13-1_sw-13-1-sw210453_sw-13-sw210453.pdf (61.64 KB)
K. Janowicz and Hitzler, P., “The Digital Earth as Knowledge Engine”, Semantic Web, vol. 3, pp. 213–221, 2012.PDF icon DEKE-SWJ-2012.pdf (249.38 KB)
P. Hitzler, Rayan, R., Zalewski, J., Norouzi, S. Saki, Eberhart, A., and Vasserman, E. Y., “Deep Deductive Reasoning is a Hard Deep Learning Problem”, 2023.PDF icon 2023_NAI_DDR.pdf (414.08 KB)
P. Hitzler, Rayan, R., Zalewski, J., Norouzi, S. Saki, Eberhart, A., and Vasserman, E. Y., “Deep Deductive Reasoning is a Hard Deep Learning Problem”, Neurosymbolic Artificial Intelligence, In Press.PDF icon 2024_NAI_DDR.pdf (414.08 KB)
E. Blomqvist, Hitzler, P., Janowicz, K., Krisnadhi, A., Narock, T., and Solanki, M., “Considerations regarding Ontology Design Patterns”, Semantic Web, vol. 7, no. 1, pp. 1-7, 2016.PDF icon swj-7-1-2015.pdf (251.83 KB)
J. Lehmann and Hitzler, P., “Concept learning in description logics using refinement operators”, Machine Learning, vol. 78, pp. 203–250, 2010.PDF icon lehmann-hitzler-MLJ-2010.pdf (1.05 MB)
Y. Ma, Qi, G., and Hitzler, P., “Computing Inconsistency Measure based on Paraconsistent Semantics”, Journal of Logic and Computation, vol. 21, no. 6, pp. 1257–1281, 2011.PDF icon JLC-incons-measure-2011.pdf (459.85 KB)

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