Towards Better User Requirements: How to Involve Human Participants in XAI Research

Iris Nguyen, Jichen Zhu

Publikation: Konference artikel i Proceeding eller bog/rapport kapitelKonferencebidrag i proceedingsForskningpeer review

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.
OriginalsprogEngelsk
TitelProceeding of the Human Centered AI workshop at NeurIPS 2022
Publikationsdato2022
StatusUdgivet - 2022

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