Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.22/5132
Título: Solving Conflicting Beliefs with a Distributed Belief Revision Approach
Autor: Malheiro, Benedita
Oliveira, Eugénio
Palavras-chave: Artificial Intelligence
Data: 2000
Editora: Springer-Verlag
Citação: Benedita Malheiro; Eugénio Oliveira. Solving Conflicting Beliefs with a Distributed Belief Revision Approach, In Advances in Artificial Intelligence, International Joint Conference, 7th Ibero-American Conference on AI, 15th Brazilian Symposium on AI, IBERAMIA-SBIA 2000, 146-155, ISBN: ISBN 3 540 41276 . Atibaia, SP, Brazil: Springer-Verlag, 2000.
Relatório da Série N.º: Lecture Notes in Computer Science;Vol. 1952
Advances in Artificial Intelligence;
Resumo: The ability to solve conflicting beliefs is crucial for multi- agent systems where the information is dynamic, incomplete and dis- tributed over a group of autonomous agents. The proposed distributed belief revision approach consists of a distributed truth maintenance sy- stem and a set of autonomous belief revision methodologies. The agents have partial views and, frequently, hold disparate beliefs which are au- tomatically detected by system’s reason maintenance mechanism. The nature of these conflicts is dynamic and requires adequate methodolo- gies for conflict resolution. The two types of conflicting beliefs addressed in this paper are Context Dependent and Context Independent Conflicts which result, in the first case, from the assignment, by different agents, of opposite belief statuses to the same belief, and, in the latter case, from holding contradictory distinct beliefs. The belief revision methodology for solving Context Independent Con- flicts is, basically, a selection process based on the assessment of the cre- dibility of the opposing belief statuses. The belief revision methodology for solving Context Dependent Conflicts is, essentially, a search process for a consensual alternative based on a “next best” relaxation strategy.
URI: http://hdl.handle.net/10400.22/5132
DOI: 10.1007/3-540-44399-1_16
ISBN: 978-3-540-41276-2
ISSN: 0302-9743
Versão do Editor: http://link.springer.com/chapter/10.1007/3-540-44399-1_16
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