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Probabilistic Multiagent Reasoning over Annotated Amalgamated F-Logic Ontologies (CROSBI ID 195954)

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Schatten, Markus Probabilistic Multiagent Reasoning over Annotated Amalgamated F-Logic Ontologies // ISRN Artificial Intelligence, 2013 (2013), 1-11. doi: 10.1155/2013/691707

Podaci o odgovornosti

Schatten, Markus

engleski

Probabilistic Multiagent Reasoning over Annotated Amalgamated F-Logic Ontologies

In a multiagent system (MAS), agents can have different opinions about a given problem. In order to solve the problem collectively they have to reach consensus about the ontology of the problem. A solution to probabilistic reasoning in such an environment by using a social network of trust is given. It is shown that frame logic can be annotated and amalgamated by using this approach which gives a foundation for collective ontology development in MAS. Consider the following problem: a set of agents in a multiagent system (MAS) model a certain domain in order to collectively solve a problem. Their opinions about the domain differ in various ways. The agents are connected into a social network defined by trust relations. The problem to be solved is how to obtain consensus about the domain.

multiagent systems; reasoning; f-logic; ontology; consensus

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Podaci o izdanju

2013

2013.

1-11

objavljeno

2090-7435

2090-7443

10.1155/2013/691707

Povezanost rada

Informacijske i komunikacijske znanosti

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