Volume 7 Number 3 (Mar. 2012)
Home > Archive > 2012 > Volume 7 Number 3 (Mar. 2012) >
JSW 2012 Vol.7(3): 588-593 ISSN: 1796-217X
doi: 10.4304/jsw.7.3.588-593

The Quality Assessment of Student Learning Based on Cloud Model

Lizhen Liu, Wentao Wang, Maohong Zhang

College of Information Engineering, Capital Normal University, Beijing, China

Abstract—In traditional tutoring system, the quality assessment of student learning is identified by hard division regardless of the uncertainty of results. In the paper, Cloud Model Theory was applied to build student model in Intelligent Tutoring System. And a quality assessment approach of student learning based on cloud model was proposed. Students’ test scores are regarded as cloud droplets, and data is discretized according to contribution of the cloud concept in the research. Furthermore, cloud transform algorithm is introduced to compute membership cloud. Finally, maximum determination algorithm is used to obtain more actual grade division of learning quality. Experimental results show that membership concept can reflect not only the mastery level of knowledge points but also the stability and psychology in the process of student learning. The study will help improve the efficiency of Intelligent Tutoring System.

Index Terms—cloud model, student learning quality evaluation, student model

[PDF]

Cite: Lizhen Liu, Wentao Wang, Maohong Zhang, "The Quality Assessment of Student Learning Based on Cloud Model," Journal of Software vol. 7, no. 3, pp. 588-593, 2012.

General Information

ISSN: 1796-217X (Online)
Frequency:  Quarterly
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, CNKIGoogle Scholar, ProQuest, INSPEC(IET), ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsweditorialoffice@gmail.com
  • Mar 01, 2024 News!

    Vol 19, No 1 has been published with online version    [Click]

  • Jan 04, 2024 News!

    JSW will adopt Article-by-Article Work Flow

  • Apr 01, 2024 News!

    Vol 14, No 4- Vol 14, No 12 has been indexed by IET-(Inspec)     [Click]

  • Apr 01, 2024 News!

    Papers published in JSW Vol 18, No 1- Vol 18, No 6 have been indexed by DBLP   [Click]

  • Nov 02, 2023 News!

    Vol 18, No 4 has been published with online version   [Click]