• DocumentCode
    655003
  • Title

    The Architecture of ProMe Instant Question Answering System

  • Author

    Guangzhi Zhang ; Tao Jiang ; Rongfang Bie ; Xiaochun Liu ; Zhichun Wang ; Junyang Rao

  • Author_Institution
    Coll. of Inf. Sci. & Technol., Beijing Normal Univ., Beijing, China
  • fYear
    2013
  • fDate
    10-12 Oct. 2013
  • Firstpage
    237
  • Lastpage
    242
  • Abstract
    An instant question answering system ProMe is proposed in this paper which sets automated question answering system as prototype and combines with the search engines and instant messenger. For any question queried by a user, ProMe looks for the answers in the flow of three methods. The first one is to match questions in FAQ database with TF-IDF (Term Frequency-Inverse Document Frequency) algorithm. If still not found, submit it to some search engines and get the answers by extracting information from the web pages returned by the search engine. If the answer is not found or not satisfied after evaluation, it will be sent to other users who are probably interested in it through instant messengers, and get the final answers. Experimental results show that ProMe greatly improves the effectiveness of the automated question answering systems. It can be applied for information searching to provide real-time and personalized information search services for mobile Internet users.
  • Keywords
    Internet; document handling; electronic messaging; mobile computing; question answering (information retrieval); search engines; FAQ database; ProMe instant question answering system; TF-IDF algorithm; Web pages; automated question answering system; information extraction; instant messenger; mobile Internet users; personalized information search services; question matching; search engines; term frequency-inverse document frequency algorithm; Algorithm design and analysis; Data mining; HTML; Knowledge discovery; Search engines; Web pages; FAQ; TF-IDF; information retrieval; question answering system; similarity calculation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), 2013 International Conference on
  • Conference_Location
    Beijing
  • Type

    conf

  • DOI
    10.1109/CyberC.2013.46
  • Filename
    6685687