• DocumentCode
    3520956
  • Title

    Application of Data Mining on Students´ Quality Evaluation

  • Author

    He Yongqiang ; Zhang Shunli

  • Author_Institution
    Henan Inst. of Eng., Zhengzhou, China
  • fYear
    2011
  • fDate
    28-29 May 2011
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    University students´management, especially the decision-making part, is very heavy and complicated, so it may have subjectivity without scientific measures. As key index in students´ integrated development evaluation, students´ quality evaluation achievements play an important role in their development. This thesis puts forward decision support system for students´comprehensive evaluation based on data mining. On the basis of brief introduction to definition of data mining technique, mining process and routine method, this thesis emphasizes study on application of association rules analytic method in students´ comprehensive evaluation. By means of data mining, it analyzes data of students´ comprehensive evaluation achievements and gets some useful results, which will aid decision making in university students´ objective evaluation and play as guidance for scientific management and evaluation of students.
  • Keywords
    data mining; decision support systems; educational administrative data processing; association rules analytic method; data mining; decision support system; decision-making; scientific student management; students quality evaluation; university students management; Association rules; Education; Ethics; Indexes; Spatial databases; Technological innovation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Applications (ISA), 2011 3rd International Workshop on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-9855-0
  • Electronic_ISBN
    978-1-4244-9857-4
  • Type

    conf

  • DOI
    10.1109/ISA.2011.5873368
  • Filename
    5873368