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Authors: Cyril de Runz and Eric Desjardin

Affiliation: University of Reims Champagne-Ardenne, France

ISBN: 978-989-674-014-6

Keyword(s): Fuzzy logic, Data mining, Imprecise temporal data, Fuzzy temporal relation, Archaeology, GIS.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Complex Fuzzy Systems ; Computational Intelligence ; Fuzzy Information Retrieval and Data Mining ; Fuzzy Systems ; Mathematical Foundations: Fuzzy Set Theory and Fuzzy Logic ; Soft Computing

Abstract: In this paper, we propose a new temporal data mining method considering a set of arch ae ological objects which are temporally represented with fuzzy numbers. Our method uses an index which quantifies the anteriority between two fuzzy numbers for the construction of a weighted oriented graph. The vertices of the graph correspond to the temporal objects. Using this anteriority graph, we estimate the potential of anteriority, of posteriority and the relative temporal position of each object. We focus on excavation data from the ancient Reims stored in a Geographical Information System (GIS). We visualize the discovered temporal positions of objects and weighted relations between them in a layer of the GIS.

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Paper citation in several formats:
de Runz C.; Desjardin E. and (2009). TEMPORAL MINING IN IMPRECISE ARCHÆOLOGICAL KNOWLEDGE.In Proceedings of the International Joint Conference on Computational Intelligence - Volume 1: ICFC, (IJCCI 2009) ISBN 978-989-674-014-6, pages 47-52. DOI: 10.5220/0002280700470052

@conference{icfc09,
author={Cyril {de Runz} and Eric Desjardin},
title={TEMPORAL MINING IN IMPRECISE ARCHÆOLOGICAL KNOWLEDGE},
booktitle={Proceedings of the International Joint Conference on Computational Intelligence - Volume 1: ICFC, (IJCCI 2009)},
year={2009},
pages={47-52},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002280700470052},
isbn={978-989-674-014-6},
}

TY - CONF

JO - Proceedings of the International Joint Conference on Computational Intelligence - Volume 1: ICFC, (IJCCI 2009)
TI - TEMPORAL MINING IN IMPRECISE ARCHÆOLOGICAL KNOWLEDGE
SN - 978-989-674-014-6
AU - de Runz, C.
AU - Desjardin, E.
PY - 2009
SP - 47
EP - 52
DO - 10.5220/0002280700470052

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