On the Multiple Roles of Ontologies in Explainable AI

no code implementations • 8 Nov 2023 • Roberto Confalonieri, Giancarlo Guizzardi

This paper discusses the different roles that explicit knowledge, in particular ontologies, can play in Explainable AI and in the development of human-centric explainable systems and intelligible explanations.

Common Sense Reasoning Management +1

Semantics, Ontology and Explanation

no code implementations • 21 Apr 2023 • Giancarlo Guizzardi, Nicola Guarino

The terms 'semantics' and 'ontology' are increasingly appearing together with 'explanation', not only in the scientific literature, but also in organizational communication.

Knowledge Graphs Philosophy +1

An Overview of Ontologies and Tool Support for COVID-19 Analytics

no code implementations • 12 Oct 2021 • Aakash Ahmad, Madhushi Bandara, Mahdi Fahmideh, Henderik A. Proper, Giancarlo Guizzardi, Jeffrey Soar

The outbreak of the SARS-CoV-2 pandemic of the new COVID-19 disease (COVID-19 for short) demands empowering existing medical, economic, and social emergency backend systems with data analytics capabilities.

Management