• DocumentCode
    1895735
  • Title

    FAQ Auto Constructing Based on Clustering

  • Author

    Mao, Jintao ; Zhu, Jian

  • Author_Institution
    Beijing Inst. of Technol., Beijing, China
  • Volume
    1
  • fYear
    2012
  • fDate
    23-25 March 2012
  • Firstpage
    468
  • Lastpage
    472
  • Abstract
    FAQ can make QA System easily constructed and effective and therefore can be used as one part of a complex QA System. As the base of the FAQ, FAQ database has an important impact on the performance of the whole QA system. In this paper, we improved the clustering method, and combine it with the similarity algorithm to automatically construct the FAQ database. This method helps to construct the FAQ automatically, and doesn´t require too much manual intervention. Compared to other auto constructing methods, the coverage of the FAQ constructed by our method is extremely larger than others.
  • Keywords
    database management systems; pattern clustering; question answering (information retrieval); FAQ auto constructing; FAQ database; QA system; clustering method; Clustering algorithms; Clustering methods; Databases; Information filters; Sorting; Vectors; Clustering; FAQ Auto Constructing; Question Answering System;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Electronics Engineering (ICCSEE), 2012 International Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4673-0689-8
  • Type

    conf

  • DOI
    10.1109/ICCSEE.2012.229
  • Filename
    6187887