Explanatory Dialogues and Digital Medicine

Author(s):
Bodlović, Petar; Lewiński, Marcin; Cabrio, Elena; Villata, Serena
Editor(s):
Boogaart, Ronny; Garssen, Bart; Jansen, Henrike; Van Leeuwen, Maarten; Pilgram, Roosmaryn; Reuneker, Alex
Published
2024
Publication type
Article / Letter to editor

Abstract

To what extent can the model of explanatory dialogue elucidate the interaction between the Doctor and diagnostic AI, i.e., Explainable Artificial intelligence (XAI)? We argue that explanatory dialogue models do not make an optimal framework for analyzing and evaluating the Doctor-XAI interaction. This is because this interaction, typically, does not aim at transferring understanding, a main goal of explanatory dialogue.

artificial intelligenceclarificationdefeatersDouglas Waltonepistemic luckexplanatory dialoguesexplainable artificial intelligencejustificationmedicineunderstanding
Date issued
2024
Language
English
Is part of
Proceedings of the Tenth Conference of the International Society for the Study of Argumentation (2024), p. 150-162
hdl
1887/4107765

Conference

Meeting name
10th Conference of the International Society for the Study of Argumentation (ISSA 2023)
Meeting location
Leiden, The Netherlands
Meeting date
2023-07-04 - 2023-07-07