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Conference Papers Year : 2007

Natural language processing for usage based indexing of web resources

Anne Boyer
Armelle Brun
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Abstract

The identification of reliable and interesting items on Internet becomes more and more difficult and time consuming. This paper is a position paper describing our intended work in the framework of multimedia information retrieval by browsing techniques within web navigation. It relies on a usage-based indexing of resources: we ignore the nature, the content and the structure of resources. We describe a new approach taking advantage of the similarity between statistical modeling of language and document retrieval systems. A syntax of usage is computed that designs a Statistical Grammar of Usage (SGU). A SGU enables resources classification to perform a personalized navigation assistant tool. It relies both on collaborative filtering to compute virtual communities of users and classical statistical language models. The resulting SGU is a community dependent SGU.
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Dates and versions

inria-00172231 , version 1 (14-09-2007)

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Anne Boyer, Armelle Brun. Natural language processing for usage based indexing of web resources. 29th European Conference on Information Retrieval - ECIR'07, Fondazione Ugo Bordoni; BCS-IRSG; ACM SIGIR, Apr 2007, Rome, Italy. pp.517-524, ⟨10.1007/978-3-540-71496-5_46⟩. ⟨inria-00172231⟩
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