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

Autor:	Nguyen, Thu, Zhu, Jichen
Rok vydání:	2022
Předmět:	Computer Science - Human-Computer Interaction
Druh dokumentu:	Working Paper
Popis:	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. Comment: 4 pages. 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2212.03186 Zobrazit plný text záznamu View this record from Arxiv