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Authors: Manel Elloumi-Chaabene 1 ; Nesrine Ben Mustapha 1 ; Hajer Baazaoui-Zghal 1 ; Antonio Moreno 2 and David Sánchez 2

Affiliations: 1 Riadi-GDL Laboratory, Tunisia ; 2 Universitat Rovira i Virgili, Spain

Keyword(s): Ontology composition, Modular ontology, Module clustering, Semantic measures.

Related Ontology Subjects/Areas/Topics: Business Analytics ; Cloud Computing ; Data and Information Retrieval ; Data Engineering ; Enterprise Information Systems ; Semantic Web Technologies ; Services Science ; Software Agents and Internet Computing

Abstract: When a Web query is submitted and relevant documents are not found, users are faced with the difficult task of reformulating the query. It may be argued that ontologies can be useful to automate the query reformulation process, taking advantage of the domain knowledge. This paper proposes a novel way of building a modular ontology that may be suitable for this task, composed of interrelated modules focused on specific topics. We propose to use well-known Web-based semantic relatedness measures to improve the content and structure of the modular ontology. Some experiments on query reformulation based on the obtained ontology modules show satisfactory results.

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Paper citation in several formats:
Elloumi-Chaabene, M.; Ben Mustapha, N.; Baazaoui-Zghal, H.; Moreno, A. and Sánchez, D. (2011). SEMANTIC-BASED COMPOSITION OF MODULAR ONTOLOGIES APPLIED TO WEB QUERY REFORMULATION. In Proceedings of the 6th International Conference on Software and Database Technologies - Volume 1: ICSOFT; ISBN 978-989-8425-76-8; ISSN 2184-2833, SciTePress, pages 305-308. DOI: 10.5220/0003536403050308

@conference{icsoft11,
author={Manel Elloumi{-}Chaabene. and Nesrine {Ben Mustapha}. and Hajer Baazaoui{-}Zghal. and Antonio Moreno. and David Sánchez.},
title={SEMANTIC-BASED COMPOSITION OF MODULAR ONTOLOGIES APPLIED TO WEB QUERY REFORMULATION},
booktitle={Proceedings of the 6th International Conference on Software and Database Technologies - Volume 1: ICSOFT},
year={2011},
pages={305-308},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003536403050308},
isbn={978-989-8425-76-8},
issn={2184-2833},
}

TY - CONF

JO - Proceedings of the 6th International Conference on Software and Database Technologies - Volume 1: ICSOFT
TI - SEMANTIC-BASED COMPOSITION OF MODULAR ONTOLOGIES APPLIED TO WEB QUERY REFORMULATION
SN - 978-989-8425-76-8
IS - 2184-2833
AU - Elloumi-Chaabene, M.
AU - Ben Mustapha, N.
AU - Baazaoui-Zghal, H.
AU - Moreno, A.
AU - Sánchez, D.
PY - 2011
SP - 305
EP - 308
DO - 10.5220/0003536403050308
PB - SciTePress

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