Analysis of Online Students' Characteristics at STEP of Online-Lifelong Education Institute
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Moon, Cheolhan
(School of Computer Science and Engineering, Korea University of Technology and Education)
Choe, Seong Jun (School of Computer Science and Engineering, Korea University of Technology and Education) Kim, Mi Hwa (Department of HRD, Korea University of Technology and Education) Myung, Jae Kyu (Department of Small and Medium Enterprise Management, Korea University of Technology and Education) Min, Jun-Ki (School of Computer Science and Engineering, Korea University of Technology and Education) |
1 | C. M. Bishop, Pattern Recognition and Machine Learning, 1st ed. Springer: New York, 2016. |
2 | H. B. Bang, "A structural analysis of factors affecting adult learners learning outcomes at the university lifelong educational institutions," Journal of the Korea Academia-Industrial cooperation Society, vol. 16, no. 11, pp. 7474-7484, November 2015. DOI |
3 | I. S. Lee, J. H. Leem, E. M. Sung, and S. H. Jin, "A study on the development of collaborative learning model and behavioral elements in e-learning environment," The Journal of Korean Association of Computer Education, vol. 9, no. 2, pp. 27-36, March 2006. |
4 | H. R. Moon and H. S. Lee, "The correlation between learning motives and completion rate in K-MOOC online courses : focusing on classes in the animation field," The Korean Journal of Animation, vol. 15, no. 4, pp. 210-228, December 2019. DOI |
5 | M. J. Oh, "The effect of self-regulation learning, teaching presence, and academic achievement in the K-MOOC setting," Journal of Lifelong Learning Society, vol. 16, no. 2, pp. 191-212, May 2020. DOI |
6 | C. H. Ahn, S. K. Joung, S. W. Kim, and I. H. Choi, "The analysis of e-learning learners characteristics for improving teaching and learning in online," Journal of Korean Institute of Information Technology, vol. 14, no. 4, pp. 187-194, April 2016. DOI |
7 | I. Ben-Gal, "Outlier Detection" in Data Mining and Knowledge Discovery Handbook, 1st ed., O. Maimon, and L. Rokach, (eds), Springer, Boston, MA, 2005. |
8 | Korean Educational Development Institute, "2020-07 Domestic e-learning demand and introduction of regular educational institutions," July 27, 2020 [Online]. Available: https://kess.kedi.re.kr/mobile/post/6703968?itemCode=03&menuId=m_02_03_02. |
9 | R. Lleti, M. C. Ortiz, L. A. Sarabia, and M. S. Sanchez, "Selecting variables for k-means cluster analysis by using a genetic algorithm that optimises the silhouettes," Analytica Chimica Acta, vol. 515, no. 1, pp. 87-100, July 2004. DOI |
10 | C. Yuan and H. Yang, "Research on K-value selection method of K-means clustering algorithm," J-Multidisciplinary Scientific Journal, vol. 2, no. 2, pp. 226-235, June 2019. DOI |
11 | National Institute for Lifelong Education, "Korean Massive Open Online Course(K-MOOC)," [Online]. Available: http://www.kmooc.kr/ |
12 | A. Jindal, A. Dua, K. Kaur, M.Singh, N. Kumar, and S. Mishra, "Decision Tree and SVM-Based Data Analytics for Theft Detection in Smart Grid," IEEE Transactions on Industrial Informatics, vol. 12, no. 3, pp. 1005-1016, June 2016. DOI |
13 | Online Lifelong Education Institute, "Smart Training Education Platform (STEP)," [Online]. Available: https://www.step.or.kr/main.do. |
14 | S. H. Im, Y. G. Lee, and S. Y. Lee, "A comparative study on the predictive model of career identity of middle school and high school seniors using decision tree analysis method," Korean Journal of Youth Studies, vol. 27, no. 6, pp. 337-365, June 2020 DOI |
15 | J. Y. Han and S. H. Lee, "Investigating online learning types based on self-regulated learning in online software education," The Journal of Korean Association of Computer Education, vol. 22, no. 5, pp. 51-65, September 2019. |
16 | H. D. Lee, "Clustering university e-learning learners in the perspective of learning analytics and analyzing the differences in academic achievement among clusters," Journal of Lifelong Learning Society, vol. 14. no. 3, pp. 97-118, October 2018. DOI |
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