• DocumentCode
    2639429
  • Title

    The construction and maintenance of the frequently asked question

  • Author

    Li, Fangfang ; Liu, Li

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Beijing Inst. of Technol., Beijing, China
  • fYear
    2010
  • fDate
    16-17 Aug. 2010
  • Firstpage
    296
  • Lastpage
    300
  • Abstract
    With the development of Question Answering System which is a hot topic in the area of Artificial Intelligence, the set of FAQ (Frequently Asked Question) has become a widely used knowledge base and it do play an important role in Question Answering System. Besides this, it is also important in Information Retrieval. Therefore, the problem of how to construct and maintain the FAQ automatically has attracted many researchers ´ attention. In this paper, we put forward a method aims at solving the problem. We quote the “Concept Hierarchy Structure” for the first time which combined with the theory of text classification. We implement a method of computing similarity between sentences named TFIDF in the construction and maintenance of the FAQ. We do some experiments to verify our method and analyze the shortcomings of the method. From the experiment, we can see that the method introduced in this paper can reach a nice result.
  • Keywords
    classification; information retrieval; knowledge based systems; software maintenance; text analysis; FAQ construction; FAQ maintenance; TFIDF method; artificial intelligence; concept hierarchy structure; frequently asked question; information retrieval; knowledge base; question answering system; text classification; Computers; Hardware; Internet; Maintenance engineering; Monitoring; Search engines; Software;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Web Society (SWS), 2010 IEEE 2nd Symposium on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-6356-5
  • Type

    conf

  • DOI
    10.1109/SWS.2010.5607438
  • Filename
    5607438