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Authors: Luis M. de Campos ; Juan M. Fernández-Luna ; Juan F. Huete and Carlos Martín-Dancausa

Affiliation: E.T.S.I. Informática y de Telecomunicaci´on, CITIC-UGR and Universidad de Granada, Spain

Keyword(s): Relevance Feedback, Information Retrieval, XML.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Knowledge Discovery and Information Retrieval ; Knowledge-Based Systems ; Mining Text and Semi-Structured Data ; Symbolic Systems

Abstract: The use of structured documents following XML representation allows us to create content and structure (CAS) queries which are more specific for the user’s needs. In this paper we are going to study how to enrich this kind of queries with the user feedback in order to get results closer to their needs. More formally, we are considering how to perform Relevance Feedback (RF) for CAS queries in XML Information Retrieval. Our approach maintains the same structural constraints but expands the content of the queries by adding new keywords to the original CAS query. These new terms are selected by considering their presence/absence in the judged units. This RF method is integrated in a XML-based search engine and evaluated with the INEX 2006 and INEX 2007 collections.

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Paper citation in several formats:
de Campos, L.; Fernández-Luna, J.; Huete, J. and Martín-Dancausa, C. (2010). A CONTENT-BASED APPROACH TO RELEVANCE FEEDBACK IN XML-IR FOR CONTENT AND STRUCTURE QUERIES. In Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2010) - KDIR; ISBN 978-989-8425-28-7; ISSN 2184-3228, SciTePress, pages 418-427. DOI: 10.5220/0003080104180427

@conference{kdir10,
author={Luis M. {de Campos}. and Juan M. Fernández{-}Luna. and Juan F. Huete. and Carlos Martín{-}Dancausa.},
title={A CONTENT-BASED APPROACH TO RELEVANCE FEEDBACK IN XML-IR FOR CONTENT AND STRUCTURE QUERIES},
booktitle={Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2010) - KDIR},
year={2010},
pages={418-427},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003080104180427},
isbn={978-989-8425-28-7},
issn={2184-3228},
}

TY - CONF

JO - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval (IC3K 2010) - KDIR
TI - A CONTENT-BASED APPROACH TO RELEVANCE FEEDBACK IN XML-IR FOR CONTENT AND STRUCTURE QUERIES
SN - 978-989-8425-28-7
IS - 2184-3228
AU - de Campos, L.
AU - Fernández-Luna, J.
AU - Huete, J.
AU - Martín-Dancausa, C.
PY - 2010
SP - 418
EP - 427
DO - 10.5220/0003080104180427
PB - SciTePress

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