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Authors: Wagner Francisco Castilho 1 ; Gentil José de Lucena Filho 2 ; Hércules Antonio do Prado 3 and Edilson Ferneda 2

Affiliations: 1 Federal Savings Bank and Catholic University of Brasília, Brazil ; 2 Catholic University of Brasília, Brazil ; 3 Embrapa Food Technology and Catholic University of Brasília, Brazil

ISBN: 978-972-8865-42-9

Keyword(s): Knowledge Discovery in Databases, Data Mining, Clustering Analysis, Ontology of Language.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Business Analytics ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; Enterprise Information Systems ; Health Information Systems ; Sensor Networks ; Signal Processing ; Soft Computing

Abstract: The clusters’ analysis process comprises two broad activities: generation of a clusters set and extracting meaning from these clusters. The first one refers to the application of algorithms to estimate high density areas separated by lower density areas from the observed space. In the second one the analyst goes inside the clusters trying to figure out some sense from them. The whole activity requires previous knowledge and a considerable burden of subjectivity. In previous works, some alternatives were proposed to take into account the background knowledge when creating the clusters. However, the subjectivity of the interpretation activity continues to be a challenge. Beyond soundness domain knowledge from specialists, a consensual interpretation depends on conversational competences for which no support has been provided. We propose a method for cluster interpretation based on the categories existing in the Ontology of Language, aiming to reduce the gap be tween a cluster configuration and the effective extraction of meaning from them. (More)

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Paper citation in several formats:
Francisco Castilho W.; José de Lucena Filho G.; Antonio do Prado H.; Ferneda E. and (2006). A METHOD BASED ON THE ONTOLOGY OF LANGUAGE TO SUPPORT CLUSTERS’ INTERPRETATION.In Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-972-8865-42-9, pages 365-368. DOI: 10.5220/0002470003650368

@conference{iceis06,
author={Wagner {Francisco Castilho} and Gentil {José de Lucena Filho} and Hércules {Antonio do Prado} and Edilson Ferneda},
title={A METHOD BASED ON THE ONTOLOGY OF LANGUAGE TO SUPPORT CLUSTERS’ INTERPRETATION},
booktitle={Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2006},
pages={365-368},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002470003650368},
isbn={978-972-8865-42-9},
}

TY - CONF

JO - Proceedings of the Eighth International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - A METHOD BASED ON THE ONTOLOGY OF LANGUAGE TO SUPPORT CLUSTERS’ INTERPRETATION
SN - 978-972-8865-42-9
AU - Francisco Castilho, W.
AU - José de Lucena Filho, G.
AU - Antonio do Prado, H.
AU - Ferneda, E.
PY - 2006
SP - 365
EP - 368
DO - 10.5220/0002470003650368

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