The Social Credit Assignment Problem (bibtex)
by Mao, Wenji and Gratch, Jonathan
Abstract:
Social credit assignment is a process of social judgment whereby one singles out individuals to blame or credit for multi-agent activities. Such judgments are a key aspect of social intelligence and underlie social planning, social learning, natural language pragmatics and computational models of emotion. Based on psychological attribution theory, this paper presents a preliminary computational approach to forming such judgments based on an agent's causal knowledge and conversation interactions.
Reference:
The Social Credit Assignment Problem (Mao, Wenji and Gratch, Jonathan), In Lecture Notes in Computer Science; Proceedings of the 4th International Workshop on Intelligent Virtual Agents (IVA), volume 2792, 2003.
Bibtex Entry:
@inproceedings{mao_social_2003-1,
	address = {Kloster Irsee, Germany},
	title = {The {Social} {Credit} {Assignment} {Problem}},
	volume = {2792},
	url = {http://ict.usc.edu/pubs/The%20Social%20Credit%20Assignment%20Problem.pdf},
	abstract = {Social credit assignment is a process of social judgment whereby one singles out individuals to blame or credit for multi-agent activities. Such judgments are a key aspect of social intelligence and underlie social planning, social learning, natural language pragmatics and computational models of emotion. Based on psychological attribution theory, this paper presents a preliminary computational approach to forming such judgments based on an agent's causal knowledge and conversation interactions.},
	booktitle = {Lecture {Notes} in {Computer} {Science}; {Proceedings} of the 4th {International} {Workshop} on {Intelligent} {Virtual} {Agents} ({IVA})},
	author = {Mao, Wenji and Gratch, Jonathan},
	year = {2003},
	keywords = {Virtual Humans}
}
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