Personalized Web Search Ranking Based on Different Information Resources

Naglaa Fathy; Nagwa Badr; Tarek Gharib

Signal Processing and Information Technology. Second International Joint Conference, SPIT 2012, Dubai, UAE, September 20-21, 2012, Revised Selected Papers

Research Article

Personalized Web Search Ranking Based on Different Information Resources

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@INPROCEEDINGS{10.1007/978-3-319-11629-7_31,
    author={Naglaa Fathy and Nagwa Badr and Tarek Gharib},
    title={Personalized Web Search Ranking Based on Different Information Resources},
    proceedings={Signal Processing and Information Technology. Second International Joint Conference, SPIT 2012, Dubai, UAE, September 20-21, 2012, Revised Selected Papers},
    proceedings_a={SPIT},
    year={2014},
    month={11},
    keywords={Search Personalization User Profile ODP Re-rank Concept Hierarchy},
    doi={10.1007/978-3-319-11629-7_31}
}

Naglaa Fathy
Nagwa Badr
Tarek Gharib
Year: 2014
Personalized Web Search Ranking Based on Different Information Resources
SPIT
Springer
DOI: 10.1007/978-3-319-11629-7_31

Naglaa Fathy¹, Nagwa Badr¹, Tarek Gharib²

1: Ain shams University
2: King Abdulaziz University Jeddah

Abstract

The goal of personalized search is to provide user with results that accurately satisfy their specific goal of the search. In this paper, a hybrid personalized search re-ranking approach is proposed to provide users with results reordered according to their interests. User preferences are automatically learned into a concept-based user profile. This profile is then employed in the re-ranking process with other information resources to personalize results. Our experiments have shown interesting results in enhancing the quality of web search.

Keywords: Search Personalization User Profile ODP Re-rank Concept Hierarchy

Published: 2014-11-28

: http://dx.doi.org/10.1007/978-3-319-11629-7_31