Modeling Social Causality and Responsibility Judgment in Multi-Agent Interactions
文献类型：期刊论文
| 作者 | Mao, Wenji1 ; Gratch, Jonathan2
|
| 刊名 | JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH
 |
| 出版日期 | 2012 |
| 卷号 | 44页码:223-273 |
| 英文摘要 | 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 |
| 类目[WOS] | Computer Science, Artificial Intelligence |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | INTENTIONAL ACTION ; ARCHITECTURE ; INTELLIGENCE ; PSYCHOLOGY |
| 收录类别 | SCI ; SSCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000304624800001 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3668]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队 |
| 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 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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