The Social Credit Assignment Problem (Extended Version)

reportActive / Technical Report | Accesssion Number: AD1159854 | Open 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 report presents a preliminary computational approach to forming such judgments using an agent's causal knowledge and conversation interactions.

Author(s):
Mao, Wenji ; Gratch, Jonathan
Author Organization(s):
UNIVERSITY OF SOUTHERN CALIFORNIA LOS ANGELES
Funding Organization(s):
DEPARTMENT OF THE ARMY WASHINGTON DC, WASHINGTON , DC
Document Type:
Technical Report/Technical Report
Publication Date:
2003 Jan 01
Pagination:
17

Security Markings

DOCUMENT & CONTEXTUAL SUMMARY

Distribution Code:
A - Approved For Public Release
Distribution Statement: Public Release

RECORD

Collection: TRECMS
Identifying Numbers
Contract Number(s):
DAAD 19-99-D-0046
Subject Terms
Modernization Areas:
Autonomy
Communities of Interest:
Autonomy
Descriptor(s):
psychology, human behavior, artificial intelligence, natural languages, social psychology, language, reasoning, history, students, human emotions, intelligent systems, judgment, multiagent systems, algorithms, autonomous agents, cognition, trainees
Keyword(s):
JTMS(JUSTIFICATION-BASED TRUTH MAINTENANCE SYSTEM)
Subject Categories:
Mathematical and Computer Sciences; Mathematical and Computer Sciences
Creation Date:
2022 Feb 15
Update Date:
2022 Mar 10