• DocumentCode
    124169
  • Title

    Combining Query Terms Extension and Weight Correlative for Expert Finding

  • Author

    Chen-Tao Chuang ; Kai-Hsiang Yang ; Yu-Li Lin ; Jenq-Haur Wang

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Nat. Taiwan Univ., Taipei, Taiwan
  • Volume
    1
  • fYear
    2014
  • fDate
    11-14 Aug. 2014
  • Firstpage
    323
  • Lastpage
    326
  • Abstract
    This paper proposes two methods for solving the expert finding problem. In order to enhance the correctness, a C-value method is applied to these methods for query expansion. After query expansion, proposed system calculates correlation between all query terms and experts, and finally outputs a list of experts. The experiment results show that the proposed methods can provide higher precision than the baseline method from 3% to 10%.
  • Keywords
    query processing; C-value method; expert finding problem; query expansion; query term extension; weight correlative; Correlation; Databases; Educational institutions; Equations; Information retrieval; Mathematical model; Vectors; C-value; TF-IDF; expert finding; query expension;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Intelligence (WI) and Intelligent Agent Technologies (IAT), 2014 IEEE/WIC/ACM International Joint Conferences on
  • Conference_Location
    Warsaw
  • Type

    conf

  • DOI
    10.1109/WI-IAT.2014.51
  • Filename
    6927560