• DocumentCode
    3457940
  • Title

    An Integrated Concept Diagnosis Based on Polytomous IRS and Learning Styles with Application in Fraction Subtraction Assessment

  • Author

    Lin, Yuan-Horng ; Yu, Sen-Chi

  • Author_Institution
    Nat. Taichung Univ., Taichung, Taiwan
  • fYear
    2009
  • fDate
    7-9 Dec. 2009
  • Firstpage
    1152
  • Lastpage
    1155
  • Abstract
    An integrated approach on concept diagnosis is investigated in this study. Polytomous item relational structure (PIRS) is developed so that it is beyond the limitation of dichotomous items. Besides, student problem chart (S-P chart) is used to classify examinee into proper learning style. The integrated methodology of PIRS and S-P chart could display features of concept structures for each learning style. Features of concept structures for each learning style will demonstrate information of concept diagnosis. An empirical testing data of fraction subtraction for pupils is analyzed. Results show this integrated methodology will be useful for remedial instruction.
  • Keywords
    education; fuzzy set theory; learning (artificial intelligence); matrix algebra; pattern clustering; S-P chart; concept diagnosis; fraction subtraction assessment; learning styles; polytomous IRS; polytomous item relational structure; pupils; remedial instruction; Displays; Graphics; Mathematics; Psychology; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovative Computing, Information and Control (ICICIC), 2009 Fourth International Conference on
  • Conference_Location
    Kaohsiung
  • Print_ISBN
    978-1-4244-5543-0
  • Type

    conf

  • DOI
    10.1109/ICICIC.2009.91
  • Filename
    5412420