Understanding the dilemma of explainable artificial intelligence: a proposal for a ritual dialog framework

doi:10.1057/s41599-024-02759-2

CORC > 自动化研究所 > 中国科学院自动化研究所 > 类脑智能研究中心 > 类脑认知计算

	Understanding the dilemma of explainable artificial intelligence: a proposal for a ritual dialog framework
	Bao, Aorigele 1,2,3,4; Zeng, Yi 1,2,3,4
刊名	HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS
	2024-02-26
卷号	11 期号:1 页码:9
DOI	10.1057/s41599-024-02759-2
通讯作者	Zeng, Yi(yi.zeng@ia.ac.cn)
英文摘要	This paper addresses how people understand Explainable Artificial Intelligence (XAI) in three ways: contrastive, functional, and transparent. We discuss the unique aspects and challenges of each and emphasize improving current XAI understanding frameworks. The Ritual Dialog Framework (RDF) is introduced as a solution for better dialog between AI creators and users, blending anthropological insights with current acceptance challenges. RDF focuses on building trust and a user-centered approach in XAI. By undertaking such an initiative, we aim to foster a thorough Understanding of XAI, capable of resolving the current issues of acceptance and recognition.
WOS关键词	TURN-TAKING ; LANGUAGE ; EXPLANATION
WOS研究方向	Arts & Humanities - Other Topics ; Social Sciences - Other Topics
语种	英语
出版者	SPRINGERNATURE
WOS记录号	WOS:001172863900007
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/57936]
专题	类脑智能研究中心_类脑认知计算
通讯作者	Zeng, Yi
作者单位	1.Univ Chinese Acad Sci, Sch Humanities, Dept Philosophy, Beijing, Peoples R China 2.Chinese Acad Sci, Inst Philosophy, Beijing, Peoples R China 3.Ctr Long Term Artificial Intelligence, Beijing, Peoples R China 4.Chinese Acad Sci, Inst Automat, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Bao, Aorigele,Zeng, Yi. Understanding the dilemma of explainable artificial intelligence: a proposal for a ritual dialog framework[J]. HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS,2024,11(1):9.
APA	Bao, Aorigele,&Zeng, Yi.(2024).Understanding the dilemma of explainable artificial intelligence: a proposal for a ritual dialog framework.HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS,11(1),9.
MLA	Bao, Aorigele,et al."Understanding the dilemma of explainable artificial intelligence: a proposal for a ritual dialog framework".HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS 11.1(2024):9.