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Authors: Léa Laporte 1 ; Sébastien Déjean 2 and Josiane Mothe 3

Affiliations: 1 Université de Toulouse and Nomao SA, France ; 2 Université de Toulouse, France ; 3 Université de Toulouse and IUFM Midi-Pyrénées, France

Keyword(s): Information Retrieval, Web Search, Clickthrough Information, Evaluation, Document Relevance Model.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Data Mining ; Databases and Information Systems Integration ; Enterprise Information Systems ; Performance Evaluation and Benchmarking ; Sensor Networks ; Signal Processing ; Soft Computing

Abstract: This paper presents a novel document relevance model based on clickthrough information. Compared to the models from the literature we consider the case when documents can be clicked several times in a given search session. This case occurs more and more frequently, specifically for multi-clickable documents such as maps in location search enginess. Considering a real system query log, we evaluate our model and show that SVM can learn with fewer errors and with better MAP when the various types of clicks are considered in the model.

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Paper citation in several formats:
Laporte, L.; Déjean, S. and Mothe, J. (2013). Multiple Clicks Model for Web Search of Multi-clickable Documents. In Proceedings of the 15th International Conference on Enterprise Information Systems - Volume 3: ICEIS; ISBN 978-989-8565-59-4; ISSN 2184-4992, SciTePress, pages 298-303. DOI: 10.5220/0004553902980303

@conference{iceis13,
author={Léa Laporte. and Sébastien Déjean. and Josiane Mothe.},
title={Multiple Clicks Model for Web Search of Multi-clickable Documents},
booktitle={Proceedings of the 15th International Conference on Enterprise Information Systems - Volume 3: ICEIS},
year={2013},
pages={298-303},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004553902980303},
isbn={978-989-8565-59-4},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 15th International Conference on Enterprise Information Systems - Volume 3: ICEIS
TI - Multiple Clicks Model for Web Search of Multi-clickable Documents
SN - 978-989-8565-59-4
IS - 2184-4992
AU - Laporte, L.
AU - Déjean, S.
AU - Mothe, J.
PY - 2013
SP - 298
EP - 303
DO - 10.5220/0004553902980303
PB - SciTePress

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