Document (#37109)

Author
Bouidghaghen, O.
Tamine, L.
Title
Spatio-temporal based personalization for mobile search
Source
Next generation search engines: advanced models for information retrieval. Eds.: C. Jouis, u.a
Imprint
Hershey, PA : IGI Publishing
Year
2012
Pages
S.386-409
Abstract
The explosion of the information available on the Internet has made traditional information retrieval systems, characterized by one size fits all approaches, less effective. Indeed, users are overwhelmed by the information delivered by such systems in response to their queries, particularly when the latter are ambiguous. In order to tackle this problem, the state-of-the-art reveals that there is a growing interest towards contextual information retrieval (CIR) which relies on various sources of evidence issued from the user's search background and environment, in order to improve the retrieval accuracy. This chapter focuses on mobile context, highlights challenges they present for IR, and gives an overview of CIR approaches applied in this environment. Then, the authors present an approach to personalize search results for mobile users by exploiting both cognitive and spatio-temporal contexts. The experimental evaluation undertaken in front of Yahoo search shows that the approach improves the quality of top search result lists and enhances search result precision.
Footnote
Vgl.: http://www.igi-global.com/book/next-generation-search-engines/64434.
Theme
Suchmaschinen

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