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Multiple Clicks Model for Web Search of Multi-clickable Documents

Laporte, Léa and Déjean, Sébastien and Mothe, Josiane Multiple Clicks Model for Web Search of Multi-clickable Documents. (2013) In: 15th International Conference on Enterprise Information Systems (ICEIS 2013) held in conjunction with ENASE 2013, 4 July 2013 - 7 July 2013 (Angers, France).

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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.

Item Type:Conference or Workshop Item (Paper)
Additional Information:This papers appears in Proceedings of the 15th International Conference on Enterprise Information Systems ISBN: 978-989-8565-59-4 . The original PDF is available at: http://www.scitepress.org/Portal/PublicationsDetail.aspx?ID=ESNf3AufDzU%3d&t=1
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Nomao (FRANCE)
Laboratory name:
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Deposited By: IRIT IRIT
Deposited On:18 Nov 2015 12:40

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