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http://dx.doi.org/10.9717/kmms.2022.25.2.311

A Study on ARCS-DEVS-based Programming Learning Methods for SW/AI Basic Liberal Arts Education for Non-majors  

Han, Youngshin (Dept of Frontier College, Inha University)
Publication Information
Abstract
In this paper, we adjusted the feedback and learning materials for each learning based on ARCS motivation which applied DEVS methodology. We designed the ARCS professor-student model that expresses the continuous change in the student's attitude toward the class according to the student's attention, relevance, confidence, and satisfaction. It was applied to computational thinking and data analysis classes Based on the designed model. Before and after class, the students were asked the same question and then analyzed for each part of the ARCS. It was observed that students' perceptions of Attention, Relevance, and Satisfaction were improved except for Confidence. we observed that the students themselves felt that they lacked a lot of confidence compared to other ARS through the analysis. Although, Confidence showed a 13.5% improvement after class but it was about 33% lower than the average of other ARS. However, when it was observed that students' self-confidence was 30% lower than other motivational factors it was confirmed that the part that leads C to a similar level in other ARS is necessary.
Keywords
Digital Literacy; ARCS Model; DEVS; SW Education; Learning Motivation;
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Times Cited By KSCI : 5  (Citation Analysis)
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1 Y.S. Han, "Effectiveness Analysis of Programming Education for College of Education Student Based on Information Processing Theory Applied DEVS Methodology," Journal of Korea Multimedia Society, Vol. 23, No. 9, pp. 1191-1200, 2020.   DOI
2 M.-R. Kim, "Validity Verification of ARCS Evaluation Models for Promoting University Students' Learning Motivation," The Journal of the Korea Contents Association, Vol. 17, No. 12, pp. 77-91, 2017.   DOI
3 Y. Chen, "Research on Optimization Design Model of Computer Classroom Teaching Model based on Motivation Theory in Colleges and Universities," Proceedings of the 2018 International Symposium on Humanities and Social Sciences, Management and Education Engineering, pp. 486-492, 2019.
4 E.S. Jang, "A Case Study on the Operation of Artificial Intelligence in a Liberal Arts Mandatory Curriculum," Korean Journal of General Education, Research of General Education, Vol. 14, No. 5, pp. 137-148, 2020.   DOI
5 A plan to spread AI/SW education to the whole nation(2020). https://www.4th-ir.go.kr/ (accessed August 7, 2020)
6 B.-J. Kim, "A Study on the Application and the Effect of Business Culture Class Using Keller's ARCS Motivational Model," Journal of Digital Convergence, Vol. 16, No. 2, pp. 73-82, 2018.   DOI
7 S.J. Jeon and J.C. Shin, "Application and Effect Analysis of ARCS Model to Improve Learner's Learning Motivation in Liberal Computational Thinking Subjects," Journal of Korean Society of Information and Communication, Vol. 24, No. 2, pp. 259-267, 2020.
8 S.H. Kim, "Analysis of Non-Computer Majors' Difficulties in Computational Thinking Education," Journal of Korean Association of Computer Education, Vol. 18 No. 3, pp. 49-57, 2015.   DOI
9 A. Fazamin, Md. Saman, M. Yusoff, and A. Yacob, "Enhancement of the ARCS Model for Gamification of Learning," 3rd International Conference on User Science and Engineering (i-USEr), pp. 287-291, 2014.
10 B.P. Zeigler, Y.K. Moon, D.H. Kim, and G. ball, "The DEVS Environment for High-Performance Modeling and Simulation," Computing in Science and Engineering, Vol. 4, No. 3, pp. 61-71, 1997.
11 U.S. Song and H.K. Rim. "The Necessity of an Elementary School Information Curriculum based on the Analysis of Overseas SW and AI Education," Journal of The Korean Association of Information Education, Vol. 25, No. 2, pp. 301-308, 2021.   DOI
12 J.M. Keller, "Motivational Design of Instruction. In C. M. Reigeluth(Ed.), Instructional Design Theories and Models: An Overview of Their Current Status," Hillsdale, NJ: Lawrence Erlbaum Associates, pp. 383-434, 1983.
13 M.J. Lee, "Cases of Basic-Level Software Education for Non-Major College Students," Journal of The Korean Association of General Education, 2019 Winter Academic Conference, pp. 213-219, 2019.
14 W.S. Kim, "A Study on the Students' Perceptions Trend for Software Essentials Subject in University," Korean Journal of General Education, Vol. 13, No. 4, pp. 161-180, 2019.
15 J.M. Keller, Motivational Design for Learning and Performance: The ARCS Model Approach, Springer Science & Business Media, 2010.
16 V.H. Vroom, "Work and Motivation," CA: Jossey-Bass, 1964.
17 D.B. Benedict. "Intelligent Tutoring Systems that Adapt to Learner Motivation," Tutoring and Intelligent Tutoring Systems, pp. 103-128, Nova Science Publishers, Hauppauge, New York, 2018.
18 J.H. Kim, The Effect of Korean Folk Song Lessons Based on the ARCS Model on the Middle School Students' Learning Motivation, Master's Thesis of Ewha Womans University of Graduate School of Education, 2015.
19 S.Y. Hong et al., "Exploratory Study on the Model of the Software Educational Effectiveness for Non-Major Undergraduate Students," Journal of The Korean Association of Information Education, Vol. 23, No. 5, pp. 427-440, 2019.   DOI