14 papers
OntoExtend: A Framework for Requirement-driven and Scalable Ontology Extension with LLMs
Anna Sofia Lippolis, Mohammad Javad Saeedizade, Stefan Schmid +5
Ontology extension refers to the process of enriching an existing ontology in response to emerging requirements, making it more complete. This task is a resource-intensive and erro…
When CQs Go Wrong: Challenges in CQ Verification with OE-Assist
Anna Sofia Lippolis, Mohammad Javad Saeedizade, Robin Keskisärkkä +3
Competency Questions (CQs) are the central component of CQ-verification, an established process in which an ontology is evaluated against a set of natural language questions to det…
Tacit Knowledge Extraction via Logic Augmented Generation and Active Inference
Lorenzo Lamazzi, Aldo Gangemi, Alessio Giberti +4
Tacit knowledge plays a central role in human expertise, yet it remains difficult to capture, formalize, and reuse in machine-interpretable form. This challenge is especially relev…
The Climate Change Knowledge Graph: Supporting Climate Services
Miguel Ceriani, Fiorela Ciroku, Alessandro Russo +5
Climate change impacts a broad spectrum of human resources and activities, necessitating the use of climate models to project long-term effects and inform mitigation and adaptation…
Bench4KE: Benchmarking Automated Competency Question Generation
Anna Sofia Lippolis, Minh Davide Ragagni, Paolo Ciancarini +2
The availability of Large Language Models (LLMs) presents a unique opportunity to reinvigorate research on Knowledge Engineering (KE) automation. This trend is already evident in r…
The Belief-Desire-Intention Ontology for modelling mental reality and agency
Sara Zuppiroli, Carmelo Fabio Longo, Anna Sofia Lippolis +6
The Belief-Desire-Intention (BDI) model is a cornerstone for representing rational agency in artificial intelligence and cognitive sciences. Yet, its integration into structured, s…