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Communication dans un congrès

Validation of a Cognitive Map

Abstract :

A cognitive map is a knowledge representation model. Knowledge is represented as a graph where nodes represent concepts and arcs represent influences between these concepts. Each influence has a value that quantifies it. Despite the fact that a cognitive map is quite simple to build, some influence values may contradict each other. This paper provides some quality criteria in order to validate a cognitive map. There are two kinds of quality criteria. The verification validates a cognitive map by computing its internal coherency. The test validates a map from a set of constraints provided by the designer. These criteria indicate if a map does or does not contain contradictions. We also propose a way to adapt these criteria according to the possible values that an influence can take.

Type de document :
Communication dans un congrès
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https://hal.univ-angers.fr/hal-03256743
Contributeur : Okina Université d'Angers <>
Soumis le : jeudi 10 juin 2021 - 14:16:02
Dernière modification le : vendredi 11 juin 2021 - 03:29:58

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Aymeric Le Dorze, Laurent Garcia, David Genest, Stephane Loiseau. Validation of a Cognitive Map. Proceedings of the 6th International Conference on Agents and Artificial Intelligence (ICAART 2014), 2014, Angers, France. pp.320-327, ⟨10.5220/0004757103200327⟩. ⟨hal-03256743⟩

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