• DocumentCode
    2221053
  • Title

    An intelligent question answering conversational agent using Naïve Bayesian classifier

  • Author

    Niranjan, Mahesan ; Saipreethy, M.S. ; Kumar, T.G.

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Amrita Vishwa Vidyapeetham, Ettimadai, India
  • fYear
    2012
  • fDate
    3-5 Jan. 2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In the current scenario, learning has taken a completely new dimension. New methods of teaching like E-learning and collaborative learning etc have computerized the learning process to a large extent. But the teachers´ presence is still mandatory at all times. Also the current systems have low reliability so the teacher has to monitor them constantly. To solve this problem this paper introduces an automated question answering system. This proposed system answers the queries posted by the student in a more interactive way like a virtual teacher (chatbot system). The Q&A knowledge base can be accessed and modified by the instructor who could also know the areas where the students are more prone to doubts thus helping the student as well as the instructor.
  • Keywords
    belief networks; computer aided instruction; computer mediated communication; multi-agent systems; pattern classification; question answering (information retrieval); teaching; E-learning; Naïve Bayesian classifier; Q&A knowledge; automated question answering system; chatbot system; collaborative learning; intelligent question answering conversational agent; learning process; teaching methods; virtual teacher; Algorithm design and analysis; Artificial intelligence; Bayesian methods; Databases; Speech; Terminology; Artificial Intelligence; Bayesian classification; categorization; chatbot; posterior probability; tokenizer;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Technology Enhanced Education (ICTEE), 2012 IEEE International Conference on
  • Conference_Location
    Kerala
  • Print_ISBN
    978-1-4577-0725-4
  • Type

    conf

  • DOI
    10.1109/ICTEE.2012.6208614
  • Filename
    6208614