Modeling Social Causality and Responsibility Judgment in Multi-Agent Interactions

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 平行智能技术与系统团队

	Modeling Social Causality and Responsibility Judgment in Multi-Agent Interactions
	Mao, Wenji1 ; Gratch, Jonathan 2
发表期刊	JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH
	2012
卷号	44 页码:223-273
文章类型	Article
摘要	Social causality is the inference an entity makes about the social behavior of other entities and self. Besides physical cause and effect, social causality involves reasoning about epistemic states of agents and coercive circumstances. Based on such inference, responsibility judgment is the process whereby one singles out individuals to assign responsibility, credit or blame for multi-agent activities. Social causality and responsibility judgment are a key aspect of social intelligence, and a model for them facilitates the design and development of a variety of multi-agent interactive systems. Based on psychological attribution theory, this paper presents a domain-independent computational model to automate social inference and judgment process according to an agent's causal knowledge and observations of interaction. We conduct experimental studies to empirically validate the computational model. The experimental results show that our model predicts human judgments of social attributions and makes inferences consistent with what most people do in their judgments. Therefore, the proposed model can be generically incorporated into an intelligent system to augment its social and cognitive functionality.
WOS标题词	Science & Technology ; Technology
关键词[WOS]	INTENTIONAL ACTION ; ARCHITECTURE ; INTELLIGENCE ; PSYCHOLOGY
收录类别	SCI ; SSCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000304624800001
引用统计	被引频次：9[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/3668
专题	多模态人工智能系统全国重点实验室_平行智能技术与系统团队
作者单位	1.Chinese Acad Sci, State Key Lab Management & Control Complex Syst, Inst Automat, Beijing 100190, Peoples R China 2.Univ So Calif, Inst Creat Technol, Playa Vista, CA 90094 USA
第一作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Mao, Wenji,Gratch, Jonathan. Modeling Social Causality and Responsibility Judgment in Multi-Agent Interactions[J]. JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH,2012,44:223-273.
APA	Mao, Wenji,&Gratch, Jonathan.(2012).Modeling Social Causality and Responsibility Judgment in Multi-Agent Interactions.JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH,44,223-273.
MLA	Mao, Wenji,et al."Modeling Social Causality and Responsibility Judgment in Multi-Agent Interactions".JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH 44(2012):223-273.