Towards Feminist Intersectional XAI: From Explainability to Response-Ability
Human-Computer Interaction
2023-05-08 v1 Artificial Intelligence
Abstract
This paper follows calls for critical approaches to computing and conceptualisations of intersectional, feminist, decolonial HCI and AI design and asks what a feminist intersectional perspective in HCXAI research and design might look like. Sketching out initial research directions and implications for explainable AI design, it suggests that explainability from a feminist perspective would include the fostering of response-ability - the capacity to critically evaluate and respond to AI systems - and would centre marginalised perspectives.
Keywords
Cite
@article{arxiv.2305.03375,
title = {Towards Feminist Intersectional XAI: From Explainability to Response-Ability},
author = {Goda Klumbyte and Hannah Piehl and Claude Draude},
journal= {arXiv preprint arXiv:2305.03375},
year = {2023}
}
Comments
Workshop Human-Centered Explainable AI (HCXAI), ACM Conference on Human Factors in Computing Systems CHI 23, April 23-28, 2023, Hamburg, Germany, 9 pages