English Teaching Quality Evaluation Model Based on the Combined Dempster–Shafer (DS) Theory and Support Vector Machine (SVM)

Zou Xiaowei; Liu Jinming; Liu Yong; Li Hui; Yang Haidong

English Teaching Quality Evaluation Model Based on the Combined Dempster–Shafer (DS) Theory and Support Vector Machine (SVM)

원문정보

Zou Xiaowei, Liu Jinming, Liu Yong, Li Hui, Yang Haidong

보안공학연구지원센터(IJHIT) International Journal of Hybrid Information Technology Vol.8 No.12 2015.12 pp.509-518

피인용수 : 0건 (자료제공 : 네이버학술정보)

Abstract
1. Introduction
2. Correlation Theory
  2.1 SVM
  2.2 Evidence Theory
3. DS-SVM Teaching Quality Evaluation Model
  3.1 Working Framework for Teaching quality Evaluation Model
  3.2. Establish the Teaching Quality Evaluation Index System
  3.3 Determine the Weights With Analytic Hierarchy Process(AHP)
  3.4 The Working Process of the Model of the Evaluation of DS-SVM Teaching Quality
4. Experimental Results and Analysis
  4.1 Data Sources
  4.2 Data Preprocessing
  4.3 SVM Preliminary Evaluation of Teaching quality
  4.4 The Evaluation Results of DS-SVM
  4.5 Compared with the Results other Evaluation Model
5. Conclusion
Reference

키워드

저자정보

Zou Xiaowei Department of English, College of Humanities & social Sciences, Heilongjiang Bayi Agricultural University, Daqing, China
Liu Jinming College of Information Science and Technology, Heilongjiang Bayi Agricultural University, Daqing, China
Liu Yong College of Information Science and Technology, Heilongjiang Bayi Agricultural University, Daqing, China
Li Hui College of Information Science and Technology, Northeast Petroleum University, Daqing, China
Yang Haidong Accenture (Dalian) information technology Limited Company, Dalian, China

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자료제공 : 네이버학술정보

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