Programme
4th International Worshop on Data meets Applied Ontologies in Explainable AI
October 19, 2024
An ECAI 2024 Workshop
October 19, 2024
An ECAI 2024 Workshop
The workshop will take place on October 19, 2024, and will run throughout the day.
For info on registration please visit the ECAI 2024 registration page.
All events that are part of the pre-conference programme will take place in two adjacent buildings located in the North Campus of the University of Santiago de Compostela:
The DAO-XAI workshop will take place in 3rd floor of the Faculty of Philology room D10-Oia. Please find the map of the faculty here.
The workshop's schedule includes two keynote presentations, one in the morning and one in the afternoon, as well as two paper presentation sessions.
Each paper has been allocated a 25-minute slot, which includes approximately 20 minutes for the presentation and 5 minutes for discussion.
Registration desk opened from 8:15
09:25 - 9:30 Welcome
9:30 - 10:30 Keynote 1: Understanding XAI Through the Philosopher's Lens: A Historical Perspective (Martina Mattioli) - (.pdf)
10:30 - 11:00 Coffee Break
11:00 - 12:30 Morning Session (4 presentations)
11:00 - 11:25: Reijo Jaakkola, Tomi Janhunen, Antti Kuusisto, Masood Feyzbakhsh Rankooh and Miikka Vilander. Interpretable classifiers for tabular data via feature selection and discretization (.pdf)
11:25 - 11:50: Susana Nunes and Catia Pesquita. Drug Repurposing Hypothesis Validation with Knowledge-infused Explanations (.pdf)
11:50 - 12:15: Meisam Booshehri, Hendrik Buschmeier and Philipp Cimiano. Towards a BFO-based Ontology of Understanding in Explanatory Interactions (.pdf)
12:15 - 12:40: Vincent Armant, Amira Mouakher, Felipe Vargas-Rojas, Danai Symeonidou, Joris Guérin, Isabelle Mougenot and Desconnets Jean-Christophe. Can Knowledge Graphs and Retrieval-Augmented Generation be combined to Explain Query/Answer Relationships Truthfully? (.pdf)
12:40 - 14:30 Lunch Break (lunch served till 14:00)
14:30 - 15:30 Keynote 2: Neurosymbolic Visual Commonsense (Mehul Bhatt) - (.pdf)
15:30 - 16:00 Coffee Break
16:00 - 17:15: Afternoon Session (3 presentations)
16:00 - 16:25: Tianda Sun, Jamie Carr and Dimitar Kazakov. A Hybrid Question Answering Model with Ontological Integration for Environmental Information (.pdf)
16:25 - 16:50: 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 and Björn Schembera. Exploration of key concepts required for mid- and domain-level ontology development to facilitate explainable-AI-readiness of data and models (.pdf)
16:50 - 17:15: Ricardo Miguel Serafim de Carvalho, Catia Pesquita and Andreia Sofia Teixeira. Building a Temporal Knowledge Graph for Electronic Health Records (.pdf)
17:15 - 17:30 Closing Remarks
Services:
Lunch provided on location (included in registration)
Coffee and refreshments provided during coffee breaks