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Understanding the dilemma of explainable artificial intelligence: a proposal for a ritual dialog framework | |
Bao, Aorigele1,2,3,4; Zeng, Yi1,2,3,4![]() | |
发表期刊 | HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS
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2024-02-26 | |
卷号 | 11期号:1页码:9 |
通讯作者 | Zeng, Yi(yi.zeng@ia.ac.cn) |
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. |
DOI | 10.1057/s41599-024-02759-2 |
关键词[WOS] | TURN-TAKING ; LANGUAGE ; EXPLANATION |
收录类别 | SCI |
语种 | 英语 |
WOS研究方向 | Arts & Humanities - Other Topics ; Social Sciences - Other Topics |
WOS类目 | Humanities, Multidisciplinary ; Social Sciences, Interdisciplinary |
WOS记录号 | WOS:001172863900007 |
出版者 | SPRINGERNATURE |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/57937 |
专题 | 脑图谱与类脑智能实验室_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 |
第一作者单位 | 中国科学院自动化研究所 |
通讯作者单位 | 中国科学院自动化研究所 |
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. |
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