A Comparison of Re-ranking Methods in Digital Libraries Using User Profiles

Thanh Trung Van Michel Beigbeder 1
1 G2I-ENSMSE - Centre de Génie Industriel et Informatique
Abstract : In this paper we present a comparative study of re-ranking methods using user profiles in digital libraries which contain scientific articles. While most of present personalized search systems only use content-based methods to re-rank search results, in our work we use many different content-based and citation-based methods for this purpose. We also study many functions to combine scores computed by these methods. We conducted experiments on the test collection used in the INEX 2005 campaign to evaluate our strategies and received interesting results.
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Conference papers
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https://hal-emse.ccsd.cnrs.fr/emse-00674964
Contributor : Florent Breuil <>
Submitted on : Tuesday, February 28, 2012 - 3:46:03 PM
Last modification on : Wednesday, December 18, 2019 - 5:14:32 PM

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Thanh Trung Van, Michel Beigbeder. A Comparison of Re-ranking Methods in Digital Libraries Using User Profiles. International Conference on Web Intelligence and Intelligent Agent Technology, 2008. WI-IAT '08. IEEE/WIC/ACM, Dec 2008, Sydney, Australia. ⟨10.1109/WIIAT.2008.206⟩. ⟨emse-00674964⟩

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