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.