论文标题

满足更好的用户需求:如何让人参与者参与XAI研究

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

论文作者

Nguyen, Thu, Zhu, Jichen

论文摘要

以人为中心的可解释AI(HCXAI)文献确定了满足用户需求的需求。本文研究了现有的XAI研究如何涉及人类用户设计和开发XAI系统,并确定当前实践中的限制,尤其是研究人员如何识别用户需求。最后,我们提出了一些有关如何得出更好用户需求的建议。

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.

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