English

Automatically Drafting Ontologies from Competency Questions with FrODO

Artificial Intelligence 2022-09-20 v2 Computation and Language Databases

Abstract

We present the Frame-based ontology Design Outlet (FrODO), a novel method and tool for drafting ontologies from competency questions automatically. Competency questions are expressed as natural language and are a common solution for representing requirements in a number of agile ontology engineering methodologies, such as the eXtreme Design (XD) or SAMOD. FrODO builds on top of FRED. In fact, it leverages the frame semantics for drawing domain-relevant boundaries around the RDF produced by FRED from a competency question, thus drafting domain ontologies. We carried out a user-based study for assessing FrODO in supporting engineers for ontology design tasks. The study shows that FrODO is effective in this and the resulting ontology drafts are qualitative.

Keywords

Cite

@article{arxiv.2206.02485,
  title  = {Automatically Drafting Ontologies from Competency Questions with FrODO},
  author = {Aldo Gangemi and Anna Sofia Lippolis and Giorgia Lodi and Andrea Giovanni Nuzzolese},
  journal= {arXiv preprint arXiv:2206.02485},
  year   = {2022}
}

Comments

15 pages

R2 v1 2026-06-24T11:40:17.931Z