IJCAI 2024poster0 citations

Inferring Ontological Categories of OWL Classes Using Foundational Rules (Extended Abstract)

Pedro Paulo F. Barcelos, Tiago Prince Sales, Elena Romanenko, João Paulo A. Almeida, Gal Engelberg, Dan Klein, Giancarlo Guizzardi

Abstract

Several efforts that leverage the tools of formal ontology have demonstrated the fruitfulness of considering key metaproperties of classes in ontology engineering. Despite that, it is still a common practice to apply representation schemes and approaches--such as OWL--that do not benefit from identifying ontological categories, and simply treat all classes in the same manner. In the original study, we proposed an approach to support the automated classification of classes into the ontological categories underlying the (g)UFO foundational ontology. We proposed a set of inference rules derived from (g)UFO's axiomatization that, given an initial classification of the classes in an OWL ontology, supports the inference of the classification for the remaining classes in the ontology. We formalized these rules, implemented them in a tool, and assessed them against a catalog of ontologies.

Knowledge Representation and Reasoning: KRR: Semantic WebKnowledge Representation and Reasoning: KRR: Applications
BibTeX
@inproceedings{ijcai2024p925,
  title     = {Inferring Ontological Categories of OWL Classes Using Foundational Rules (Extended Abstract)},
  author    = {Barcelos, Pedro Paulo F. and Prince Sales, Tiago and Romanenko, Elena and Almeida, João Paulo A. and Engelberg, Gal and Klein, Dan and Guizzardi, Giancarlo},
  booktitle = {Proceedings of the Thirty-Third International Joint Conference on
               Artificial Intelligence, {IJCAI-24}},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},
  editor    = {Kate Larson},
  pages     = {8373--8377},
  year      = {2024},
  month     = {8},
  note      = {Sister Conferences Best Papers},
  doi       = {10.24963/ijcai.2024/925},
  url       = {https://doi.org/10.24963/ijcai.2024/925},
}
Inferring Ontological Categories of OWL Classes Using Foundational Rules (Extended Abstract) · IJCAI 2024