Personalize Web Search Results with User's Location

被引:0
|
作者
Lu, Yumao [1 ]
Peng, Fuchun [1 ]
Wei, Xing [1 ]
Dumoulin, Benoit [1 ]
机构
[1] Yahoo Inc, Sunnyvale, CA 94089 USA
关键词
query log analysis; personalized search;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We build a probabilistic model to identify implicit local intent queries, and leverage user's physical location to improve Web search results for these queries. Evaluation on commercial search engine shows significant improvement on search relevance and user experience.
引用
收藏
页码:763 / 764
页数:2
相关论文
共 50 条
  • [1] Mining User's Browsing History to Personalize Web Search
    Zaveri, Vandik
    Dholakia, Jimit
    Bandi, Isha
    Sankhe, Smita
    PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICICCT), 2018, : 1209 - 1215
  • [2] Inferring and Using Location Metadata to Personalize Web Search
    Bennett, Paul N.
    Radlinski, Filip
    White, Ryen W.
    Yilmaz, Emine
    PROCEEDINGS OF THE 34TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL (SIGIR'11), 2011, : 135 - 144
  • [3] A Novel Approach to Personalize Web Search through User Profiling and Query Reformulation
    Makvana, Kamlesh
    Shah, Pinal
    Shah, Parth
    2014 INTERNATIONAL CONFERENCE ON DATA MINING AND INTELLIGENT COMPUTING (ICDMIC), 2014,
  • [4] Learning to Personalize for Web Search Sessions
    Aloteibi, Saad
    Clark, Stephen
    CIKM '20: PROCEEDINGS OF THE 29TH ACM INTERNATIONAL CONFERENCE ON INFORMATION & KNOWLEDGE MANAGEMENT, 2020, : 15 - 24
  • [5] The Research of User Profile Model in Personalize Search
    Song, Yi
    COMPUTER SCIENCE AND TECHNOLOGY (CST2016), 2017, : 597 - 603
  • [6] Using hyperlink features to personalize Web search
    Aktas, Mehmet S.
    Nacar, Mehmet A.
    Menczer, Filippo
    ADVANCES IN WEB MINING AND WEB USAGE ANALYSIS, 2006, 3932 : 104 - 115
  • [7] SEARCHY: An Agent to Personalize Search Results
    Marcialis, Ivan
    De Vita, Emanuela
    2008 3RD INTERNATIONAL CONFERENCE ON INTERNET AND WEB APPLICATIONS AND SERVICES (ICIW 2008), 2008, : 512 - +
  • [8] User evaluation of textual results clustering for web search
    Pu, Hsiao-Tieh
    ONLINE INFORMATION REVIEW, 2010, 34 (06) : 855 - 874
  • [9] Identifying user goals from web search results
    Chang, Yao-Sheng
    He, Kuan-Yu
    Yu, Scott
    Lu, Wen-Hsiang
    2006 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE, (WI 2006 MAIN CONFERENCE PROCEEDINGS), 2006, : 1038 - +
  • [10] Explicit In Situ User Feedback for Web Search Results
    Kim, Jin Young
    Teevan, Jaime
    Craswell, Nick
    SIGIR'16: PROCEEDINGS OF THE 39TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 2016, : 829 - 832