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文章基本信息

  • 标题:Modeling Academic Performance Evaluation Using Soft Computing Techniques: A Fuzzy Logic Approach
  • 本地全文:下载
  • 作者:Ramjeet Singh Yadav ; Vijendra Pratap Singh
  • 期刊名称:International Journal on Computer Science and Engineering
  • 印刷版ISSN:2229-5631
  • 电子版ISSN:0975-3397
  • 出版年度:2011
  • 卷号:3
  • 期号:2
  • 页码:676-686
  • 出版社:Engg Journals Publications
  • 摘要:We have proposed a Fuzzy Expert System (FES) for student academic performance evaluation based on fuzzy logic techniques. A suitable fuzzy inference mechanism and associated rule has been discussed. It introduces the principles behind fuzzy logic and illustrates how these principles could be applied by educators to evaluating student academic performance. Several approaches using fuzzy logic techniques have been proposed to provide a practical method for evaluating student academic performance and compare the results (performance) with existing statistical method.
  • 关键词:Fuzzy Logic; Expert System; Membership Functions; Academic performance Evaluation; Intelligent Tutoring Systems (ITS) and Computer Assisted Instruction (CAI).
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