• DocumentCode
    1971262
  • Title

    The dynamic TAN classifier for teacher comprehensive quality assessment

  • Author

    Li, Lanchun ; Wang, Shuangcheng ; Leng, Cuiping

  • Author_Institution
    Sch. of Foreign Studies, Shanghai Lixin Univ. of Commerce, Shanghai, China
  • fYear
    2011
  • fDate
    16-18 Sept. 2011
  • Firstpage
    6889
  • Lastpage
    6892
  • Abstract
    Teacher comprehensive quality assessment is an important way of teacher management in universities. At present, the method of weighted sum of indexes is used for teacher comprehensive quality assessment. In this method, timing history information and dependency information between indexes can not be effectively utilized. In this paper, the method of dynamic TAN classifier is presented for teacher comprehensive quality assessment. Timing history information and dependency information between indicators can be effectively used in the method. Experimental results show that dynamic TAN classifier is more reliable than other dynamic Bayesian network classifiers in assessment prediction.
  • Keywords
    belief networks; educational institutions; pattern classification; quality management; dependency information; dynamic Bayesian network classifiers; dynamic TAN classifier; teacher comprehensive quality assessment; teacher management; timing history information; universities; Accuracy; Bayesian methods; Educational institutions; Indexes; Quality assessment; Timing; Classifier; Dynamic Bayesian network; Index system; Teacher comprehensive quality assessment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Control Engineering (ICECE), 2011 International Conference on
  • Conference_Location
    Yichang
  • Print_ISBN
    978-1-4244-8162-0
  • Type

    conf

  • DOI
    10.1109/ICECENG.2011.6056944
  • Filename
    6056944