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Abstract
Abstract
Human-Center eXplainable AI (HCXAI) literature identifies the need to address
user needs. This paper examines how existing XAI research involves human users
in designing and developing XAI systems and identifies limitations in current practices, especially regarding how researchers identify user requirements. Finally, we
propose several suggestions on how to derive better user requirements.
Human-Center eXplainable AI (HCXAI) literature identifies the need to address
user needs. This paper examines how existing XAI research involves human users
in designing and developing XAI systems and identifies limitations in current practices, especially regarding how researchers identify user requirements. Finally, we
propose several suggestions on how to derive better user requirements.
| Originalsprog | Engelsk |
|---|---|
| Titel | Proceeding of the Human Centered AI workshop at NeurIPS 2022 |
| Publikationsdato | 2022 |
| Status | Udgivet - 2022 |
Emneord
- Human-Centered AI
- Explainable AI (XAI)
- User Requirements
- Human-Computer Interaction (HCI)
- User-Centered Design
Fingeraftryk
Dyk ned i forskningsemnerne om 'Towards Better User Requirements: How to Involve Human Participants in XAI Research'. Sammen danner de et unikt fingeraftryk.Projekter
- 1 Igangværende
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ExPAI: Explainable Personalization AI for Health and Well-Being
Zhu, J. (PI), Malmborg, L. (CoI), Meyer, L. S. (CoI) & van der Maden, W. L. A. (CoI)
01/01/2021 → 31/12/2025
Projekter: Projekt › Forskning