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Online Learning Behavior Evaluation Modeling and Application

Volume 14, Number 11, November 2018, pp. 2886-2896
DOI: 10.23940/ijpe.18.11.p34.28862896

Yu Suna, Yanlong Suna, Bin Wena, and Lin Tangb

aSchool of Information, Yunnan Normal University, Kunming, 650500, China
bKey Laboratory of Educational Informatization for Nationalities Ministry of Education, Yunnan Normal University, Kunming, 650500, China

(Submitted on August 16, 2018; Revised on September 12, 2018; Accepted on October 21, 2018)

Abstract:

To motivate learners’ online learning behavior, this paper attempts to inspire online learners’ effective learning behavior in a data-driven way through the learning performance of online learners. Firstly, a theoretical model of online learning behavior evaluation with knowledge acquisition dimension, collaborative communication dimension, and learning attitude dimension was proposed and discussed in detail. Secondly, to realize the model, data from 1000 learners (20 general education courses) on the “Erya Online Classroom” learning platform of Yunnan Normal University was collected, and SPSS 22.0 was used to study the correlation between each evaluation index and the final exam results. Finally, 1000 online learners’ learning behavior data was taken in order to verify the validity of the model. The authors considered two models and compared the final evaluation results with the learner’s final exam results to verify the validity of the model.

 

References: 12

                  1. K. A. Hummel and H. Hlavacs, “Anytime, Anywhere Learning Behavior Using a Web-based Platform for a University Lecture,” in Proceedings of SSGRR Winter Conference, pp. 1-6, June 2003
                  2. E. B. Mandinach, “The Development of Effective Evaluation Methods for E-Learning: A Concept Paper and Action Plan”, J Teachers College Record, Vol. 107, No. 8, pp. 1814-1835, 2005
                  3. J. Huh and A. Hirumi, “Reading Assessment Strategies for On-Line Learners”, Association for Educational Communications & Technology, pp. 273-281, 2008
                  4. L. V. Morris, C. Finnegan, and S. S. Wu, “Tracking Student Behavior, Persistence, and Achievement in Online Courses,” Internet & Higher Education, Vol. 8, No. 3, pp. 221-231, 2005
                  5. , (http://www.esstt.rnu.tn/utic/tica2007/sysjles/medics/docs/p27.pdf, last accessed on May 5 2012)
                  6. X. Lei, C. Pahl, and D. Donnellan, “An Evaluation Technique for Content Interaction in Web-based Teaching and Learning Environments”, in Proccedings of the 3rd IEEE International Conference on Advanced Learning Technologies, pp. 294-295, 2003
                  7. P. Wenhui, Y. Zongkai, and H. Kebing, “The Research of Network Learning Behaviour Analysis and Model,” China Educational Technology, Vol. 2006, No. 10, pp. 31-35, 2006
                  8. L. Nian, “The Research of Network Learning Behaviour Analysis Evaluation Model,” Huazhong Normal University, 2007
                  9. Z. Yan, “The Construction of University Student Network Learning Behaviour Model based on TRA and TAM,” China Educational Technology, Vol. 2009, No. 11, pp. 58-62, 2009
                  10. Erya Online Learning Platform, (http://erya.mooc.chaoxing.com/about;jsessionid=D1C2F48C3ADD0507FAFAD90573786D52, last accessed on April 5 2017)
                  11. W. Gang, “Quantitative Analysis and Evaluation Method,” East China Normal University Press, Shanghai, 2003
                  12. L. Shiyong. “Engineering Fuzzy Mathematics and its Application,” Harbin Institute of Technology Press, Harbin, 2004

                                   

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