DAO-XAI 2024
Data meets Ontologies in Explainable AI 2024

Table of Contents

• Preface
  

Invited Talks

• Understanding XAI Through the Philosopher’s Lens: A Historical Perspective
  Martina Mattioli , Antonio Emanuele Cinà , Marcello Pelillo
• Neurosymbolic Visual Commonsense
  Mehul Bhatt

Regular Papers

• Drug Repurposing Hypothesis Validation with Knowledge-infused Explanations
  Susana Nunes , Catia Pesquita
• Towards a BFO-based Ontology of Understanding in Explanatory Interactions
  Meisam Booshehri , Hendrik Buschmeier , Philipp Cimiano
• Can Knowledge Graphs and Retrieval-Augmented Generation be combined to Explain Query/Answer Relationships Truthfully?
  Vincent Armant , Amira Mouakher , Felipe Vargas-Rojas , Danai Symeonidou , Joris Guérin , Isabelle Mougenot , Jean-Christophe Desconnets
• Exploration of Core Concepts Required for Mid- and Domain-level Ontology Development to Facilitate Explainable-AI-readiness of Data and Models
  Martin Thomas Horsch , Silvia Chiacchiera , Ilian Todorov , Ana Teresa Correia , Aditya Dey , Natalia Konchakova , Sebastian Scholze , Simon Stephan , Kristin Tøndel , Arkopaul Sarkar , M. Hedi Karray , Fadi Al Machot , Björn Schembera
• Building a Temporal Knowledge Graph for Electronic Health Records
  Ricardo Miguel Serafim de Carvalho , Catia Pesquita , Andreia Sofia Teixeira
• Interpretable Classifiers for Tabular Data via Feature Selection and Discretization
  Reijo Jaakkola , Tomi Janhunen , Antti Kuusisto , Masood Feyzbakhsh Rankooh , Miikka Vilander
• A Hybrid Question Answering Model with Ontological Integration for Environmental Information
  Tianda Sun , Jamie Carr , Dimitar Kazakov