• DocumentCode
    2054520
  • Title

    Computerized Adaptive Testing Based on Decision Tree

  • Author

    Ueno, Maomi ; Songmuang, Pokpong

  • Author_Institution
    Grad. Sch. of Inf. Syst., Univ. of Electro-Commun., Chofu, Japan
  • fYear
    2010
  • fDate
    5-7 July 2010
  • Firstpage
    191
  • Lastpage
    193
  • Abstract
    This paper proposes a new computerized adaptive testing employing a decision tree model, instead of test theories. The attribute variable of the model is examinees´ responses to each item and the output variable is examinees´ test total scores. Some simulation experiments show better performances of the proposed method compared to the traditional methods and solve the problems.
  • Keywords
    computer aided instruction; computerized adaptive testing; decision tree; educational assessment; Accuracy; Adaptation model; Bayesian methods; Computational modeling; Decision trees; Estimation; Testing; Computerized Adaptive Testing; Educational Assessment; Item Response Theory; e-Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Learning Technologies (ICALT), 2010 IEEE 10th International Conference on
  • Conference_Location
    Sousse
  • Print_ISBN
    978-1-4244-7144-7
  • Type

    conf

  • DOI
    10.1109/ICALT.2010.58
  • Filename
    5571239