Teaching quality evaluation approach based on SVM

Yao Feng Xue; Hua Li Sun; Yong He Wu; Gui Tao Cao; Zhi Ting Zhu

doi:10.1109/ITME.2008.4743841

Teaching quality evaluation approach based on SVM

Yao Feng Xue^*
, Hua Li Sun
, Yong He Wu
, Gui Tao Cao
, Zhi Ting Zhu

^*Corresponding author for this work

Shanghai University
East China Normal University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

This paper presents a novel evaluation approach of the teaching quality based on support vector machines (SVMs). Firstly, the evaluation index selection and the teaching quality levels are provided. Secondly, the teaching quality evaluation approach including the four evaluation indexes and three ranks based on one-against-one mode of SVM is proposed. Finally, simulation results are presented to demonstrate the feasibility of the evaluation approach.

Original language	English
Title of host publication	Proceedings of 2008 IEEE International Symposium on IT in Medicine and Education, ITME 2008
Pages	150-153
Number of pages	4
DOIs	https://doi.org/10.1109/ITME.2008.4743841
State	Published - 2008
Event	2008 IEEE International Symposium on IT in Medicine and Education, ITME 2008 - Xiamen, China Duration: 12 Dec 2008 → 14 Dec 2008

Publication series

Name	Proceedings of 2008 IEEE International Symposium on IT in Medicine and Education, ITME 2008

Conference

Conference	2008 IEEE International Symposium on IT in Medicine and Education, ITME 2008
Country/Territory	China
City	Xiamen
Period	12/12/08 → 14/12/08

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10.1109/ITME.2008.4743841

Cite this

Xue, Y. F., Sun, H. L., Wu, Y. H., Cao, G. T., & Zhu, Z. T. (2008). Teaching quality evaluation approach based on SVM. In Proceedings of 2008 IEEE International Symposium on IT in Medicine and Education, ITME 2008 (pp. 150-153). Article 4743841 (Proceedings of 2008 IEEE International Symposium on IT in Medicine and Education, ITME 2008). https://doi.org/10.1109/ITME.2008.4743841

@inproceedings{ecb024cfe3064914adc97357c1ea51af,

title = "Teaching quality evaluation approach based on SVM",

abstract = "This paper presents a novel evaluation approach of the teaching quality based on support vector machines (SVMs). Firstly, the evaluation index selection and the teaching quality levels are provided. Secondly, the teaching quality evaluation approach including the four evaluation indexes and three ranks based on one-against-one mode of SVM is proposed. Finally, simulation results are presented to demonstrate the feasibility of the evaluation approach.",

author = "Xue, \{Yao Feng\} and Sun, \{Hua Li\} and Wu, \{Yong He\} and Cao, \{Gui Tao\} and Zhu, \{Zhi Ting\}",

year = "2008",

doi = "10.1109/ITME.2008.4743841",

language = "英语",

isbn = "9781424423262",

series = "Proceedings of 2008 IEEE International Symposium on IT in Medicine and Education, ITME 2008",

pages = "150--153",

booktitle = "Proceedings of 2008 IEEE International Symposium on IT in Medicine and Education, ITME 2008",

note = "2008 IEEE International Symposium on IT in Medicine and Education, ITME 2008 ; Conference date: 12-12-2008 Through 14-12-2008",

}

Xue, YF, Sun, HL, Wu, YH , Cao, GT & Zhu, ZT 2008, Teaching quality evaluation approach based on SVM. in Proceedings of 2008 IEEE International Symposium on IT in Medicine and Education, ITME 2008., 4743841, Proceedings of 2008 IEEE International Symposium on IT in Medicine and Education, ITME 2008, pp. 150-153, 2008 IEEE International Symposium on IT in Medicine and Education, ITME 2008, Xiamen, China, 12/12/08. https://doi.org/10.1109/ITME.2008.4743841

Teaching quality evaluation approach based on SVM. / Xue, Yao Feng; Sun, Hua Li; Wu, Yong He et al.
Proceedings of 2008 IEEE International Symposium on IT in Medicine and Education, ITME 2008. 2008. p. 150-153 4743841 (Proceedings of 2008 IEEE International Symposium on IT in Medicine and Education, ITME 2008).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

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AU - Sun, Hua Li

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AU - Cao, Gui Tao

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AB - This paper presents a novel evaluation approach of the teaching quality based on support vector machines (SVMs). Firstly, the evaluation index selection and the teaching quality levels are provided. Secondly, the teaching quality evaluation approach including the four evaluation indexes and three ranks based on one-against-one mode of SVM is proposed. Finally, simulation results are presented to demonstrate the feasibility of the evaluation approach.

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DO - 10.1109/ITME.2008.4743841

M3 - 会议稿件

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Y2 - 12 December 2008 through 14 December 2008

ER -

Teaching quality evaluation approach based on SVM

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