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Authors: Aymeric Le Dorze ; Laurent Garcia ; David Genest and Stéphane Loiseau

Affiliation: Université d'Angers, France

Keyword(s): Cognitive Map, Validation, Quality Criterion, Verification, Test.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Cognitive Systems ; Computational Intelligence ; Evolutionary Computing ; Knowledge Representation and Reasoning ; Soft Computing ; Symbolic Systems

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.

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Paper citation in several formats:
Le Dorze, A.; Garcia, L.; Genest, D. and Loiseau, S. (2014). Validation of a Cognitive Map - Definition of Quality Criteria to Detect Contradictions in a Cognitive Map. In Proceedings of the 6th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART; ISBN 978-989-758-015-4; ISSN 2184-433X, SciTePress, pages 320-327. DOI: 10.5220/0004757103200327

@conference{icaart14,
author={Aymeric {Le Dorze}. and Laurent Garcia. and David Genest. and Stéphane Loiseau.},
title={Validation of a Cognitive Map - Definition of Quality Criteria to Detect Contradictions in a Cognitive Map},
booktitle={Proceedings of the 6th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART},
year={2014},
pages={320-327},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004757103200327},
isbn={978-989-758-015-4},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART
TI - Validation of a Cognitive Map - Definition of Quality Criteria to Detect Contradictions in a Cognitive Map
SN - 978-989-758-015-4
IS - 2184-433X
AU - Le Dorze, A.
AU - Garcia, L.
AU - Genest, D.
AU - Loiseau, S.
PY - 2014
SP - 320
EP - 327
DO - 10.5220/0004757103200327
PB - SciTePress

- Science and Technology Publications, Lda.
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