Temporal Cognitive Maps

Adrian Robert, David Genest, Stéphane Loiseau

2020

Abstract

A cognitive map is an oriented graph whose nodes are labeled by concepts and edges represent influences. It provides a way to model strategies or influence systems. Cognitive maps do not take into account any temporal features. This article proposes a solution to this lack: a temporal cognitive map model defined on a temporal ontology. The temporal ontology is used to represent temporal domain knowledge and to temporally characterize the concepts of the cognitive map. An extension, named TCMQL, of the cognitive map query language CMQL, is proposed in order to access the concepts’ temporality and compare them making inferences.

Paper Citation

in Harvard Style

Robert A., Genest D. and Loiseau S. (2020). Temporal Cognitive Maps. In Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-758-395-7, pages 58-68. DOI: 10.5220/0008937300580068

in Bibtex Style

@conference{icaart20,
author={Adrian Robert and David Genest and Stéphane Loiseau},
title={Temporal Cognitive Maps},
booktitle={Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
year={2020},
pages={58-68},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008937300580068},
isbn={978-989-758-395-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,
TI - Temporal Cognitive Maps
SN - 978-989-758-395-7
AU - Robert A.
AU - Genest D.
AU - Loiseau S.
PY - 2020
SP - 58
EP - 68
DO - 10.5220/0008937300580068