Proto-OKN Project Publications

• Deep Deductive Reasoning is a Hard Deep Learning Problem : Pascal Hitzler, Rushrukh Rayan, Joseph Zalewski, Sanaz Saki Norouzi, Aaron Eberhart, Eugene Y. Vasserman. In : Neurosymbolic Artificial Intelligence, In Press. March 2025.
• Towards a Global Food Systems Datahub : Hande Kucuk McGinty, Cogan Shimizu, Pascal Hitzler, Ajay Sharda. In : Semantic Web Journal, In Press. May 2024.
• Towards Complex Ontology Alignment using Large Language Models : Reihaneh Amini, Saki Norouzi, Sanaz, Pascal Hitzler, Reza Amini. April 2024.
• Commonsense Ontology Micropatterns : Andrew Eells, Dave, B, Pascal Hitzler, Cogan Shimizu. In : Springer, Barcelona, ES. February 2024.
• DaSeLab at LLMs4OL 2024 Task A: Towards Term Typing in Ontology Learning : Adrita Barua, Saki Norouzi, Sanaz, Hitzler, Pascal. In : TIB Open Access Publishing proceedings, Vol. 1st LLMs4OL Challenge @ ISWC 2024, Maryland, USA. October 2024.
• Education in the era of Neurosymbolic AI : Jaldi, Chris Davis, Ilkou, Eleni, Schroeder, Noah, Shimizu, Cogan. In : Journal of Web Semantics, Vol. 85, pp. 100857. November 2024.
• Accelerating knowledge graph and ontology engineering with large language models : Shimizu, Cogan, Hitzler, Pascal. In : Journal of Web Semantics, pp. 100862. November 2024.
• A community-driven vision for a new knowledge resource for AI : Vinay K Chaudhri, Chaitan Baru, Brandon Bennett, Mehul Bhatt, Darion Cassel, Anthony G Cohn, Rina Dechter, Esra Erdem, Dave Ferrucci, Ken Forbus, Gregory Gelfond, Michael Genesereth, Andrew S. Gordon, Benjamin Grosof, Gopal Gupta, Jim Hendler, Sharat Israni, Tyler R. Josephson, Patrick Kyllonen, Yuliya Lierler, Vladimir Lifschitz, Clifton McFate, Hande Küçük McGinty, Leora Morgenstern, Alessandro Oltramari, Praveen Paritosh, Dan Roth, Blake Shepard, Cogan Shimizu, Denny Vrandečić, Mark Whiting, Michael Witbrock. AI Magazine/Volume 46, Issue 4. October 2025.

Related Publications

• KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment : Yuxing Lu, Wei Wu, Xukai Zhao, Rui Peng, Jinzhuo Wang. September 2025.
• Dialogue as Collaborative Problem Solving: A Case Study : James Allen, Choh Man Teng, Lucian Galescu. Advances in Cognitive Systems. December 2019.
• The Ontology of Biological Attributes (OBA) – Computational Traits for the Life Sciences : Ray Stefancsik, James P Balhoff, Meghan A Balk, Robyn Ball, Susan M Bello, Anita R Caron, Elissa Chessler, Vinicius de Souza, Sarah Gehrke, Melissa Haendel, Laura W Harris, Nomi L Harris, Arwa Ibrahim, Sebastian Koehler, Nicolas Matentzoglu, Julie A McMurry, Christopher J Mungall, Monica C Munoz-Torres, Tim Putman, Peter Robinson, Damian Smedley, Elliot Sollis, Anne E Thessen, Nicole Vasilevsky, David O Walton, David Osumi-Sutherland. PubMed Central. January 2023.