• DocumentCode
    1051618
  • Title

    Evaluating Students´ Answerscripts Using Fuzzy Numbers Associated With Degrees of Confidence

  • Author

    Wang, Hui-Yu ; Chen, Shyi-Ming

  • Author_Institution
    Nat. Chengchi Univ., Taipei
  • Volume
    16
  • Issue
    2
  • fYear
    2008
  • fDate
    4/1/2008 12:00:00 AM
  • Firstpage
    403
  • Lastpage
    415
  • Abstract
    This paper presents a new approach for evaluating students´ answerscripts using fuzzy numbers associated with degrees of confidence of the evaluator. The satisfaction levels awarded to the questions of students´ answerscripts are represented by fuzzy numbers associated with degrees of confidence between zero and one. The arithmetic operations between the alpha-cuts of fuzzy numbers are used to evaluate the total mark of each student, where alpha isin [0,1]. The proposed method can overcome the drawbacks of the methods presented by Biswas (1994) and Chen and Lee (1999). It can evaluate students´ answerscripts in a more flexible and more intelligent manner.
  • Keywords
    fuzzy set theory; arithmetic operations; fuzzy numbers; students answerscripts; Degrees of confidence; fuzzy grade sheets; fuzzy numbers; generalized fuzzy grade sheets; satisfaction levels;
  • fLanguage
    English
  • Journal_Title
    Fuzzy Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6706
  • Type

    jour

  • DOI
    10.1109/TFUZZ.2007.895958
  • Filename
    4443863