• DocumentCode
    3308422
  • Title

    Explaining Estimation of Factor Scores of Question and Answer Statements

  • Author

    Yokoyama, Yuva ; Hochin, Terushisa ; Nomiya, Hiroki ; Satoh, Tetsuji

  • Author_Institution
    Grad. Sch. of Inf. Sci., Kyoto Inst. of Technol., Kyoto, Japan
  • fYear
    2012
  • fDate
    8-10 Aug. 2012
  • Firstpage
    779
  • Lastpage
    784
  • Abstract
    In order to avoid the problem of mismatch between the questioner and the respondent, we have conducted impression evaluation experiment and nine factors are obtained as a result. Then factor scores of any other statements have been tried to be estimated by using multiple regression analysis from feature values of statements. By adopting syntactic information of statements, word imageability and closing sentence expressions as the feature values, all the factor scores were well estimated. This paper tries to explain the estimation result with major feature values. The explanation is confirmed by comparing the features of the statements having high and low factor scores with the major features.
  • Keywords
    feature extraction; question answering (information retrieval); regression analysis; closing sentence expressions; factor scores estimation; multiple regression analysis; question and answer statements; statements feature values; statements syntactic information; word imageability; Artificial intelligence; Distributed computing; Software engineering; Factor Score; Multiple Regression Analysis; Question & Answer site;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Engineering, Artificial Intelligence, Networking and Parallel & Distributed Computing (SNPD), 2012 13th ACIS International Conference on
  • Conference_Location
    Kyoto
  • Print_ISBN
    978-1-4673-2120-4
  • Type

    conf

  • DOI
    10.1109/SNPD.2012.52
  • Filename
    6299371