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http://dx.doi.org/10.14352/jkaie.2020.24.5.463

An Analysis of the Influence big data analysis-based AI education on Affective Attitude towards Artificial Intelligence  

Oh, Kyungsun (Konkuk University Sang-Huh College)
Kim, Hyunjung (Konkuk University Sang-Huh College)
Publication Information
Journal of The Korean Association of Information Education / v.24, no.5, 2020 , pp. 463-471 More about this Journal
Abstract
Humanity faces the fourth industrial revolution, a time of technological revolution by the collaboration of various industries including the fields of artificial intelligence(AI) and big data. Many countries are focused on fostering AI talent to prevail in the coming technological revolution. While Korea also provides some strategies to enhance the cultivation of AI talent, it is still difficult for Korean undergraduate students to get involved in AI studies. Through on the implementation of 'Big data analysis based AI education', which allows an easier approach to AI education, this paper examined the changes in the attitudes of undergraduate students regarding general AI education. 'Big data analysis based AI education' was provided at undergraduate level for 5.5 weeks (15 hours). The attitudes of undergraduate students were analyzed by pre-postmortem. The results showed there was a significant improvement in confidence and self-directed in regard to receiving AI education. With these results, further active research to develop basic AI education that also increases confidence and self-initiative can be expected.
Keywords
AI education; BigData; SW education; Artificial intelligence; AI attitude;
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Times Cited By KSCI : 14  (Citation Analysis)
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1 Ministry of Science and ICT(2020). Davos 2020: https://now.k2base.re.kr/portal/trend/mainTrend/view.do?poliTrndId=TRND0000000000038394&menuNo=200004&searchSubj=07&pageUnit=10&pageIndex=1
2 Usnews (2018). In Available : https://www.usnews.com/best-graduate-schools/top-science-schools/artificial-intelligence-rankings
3 IITP (2019). ICT SPOT ISSUE, 2019(23)
4 総合科学技術.イノベーション会議 (2018). 人工知能技術戦略実行計画の策定について
5 Ministry of Science and ICT(2020). AI National Strategy: https://www.msit.go.kr/web/msipContents/contentsView.do?cateId=_policycom2&artId=2405727
6 Ministry of Science and ICT(2019). available in : https://ezon.iitp.kr/cmon/ano/02/form.tab?PMS_TSK_PBNC_ID=PBD201800000243
7 Seo, H. J. & Kyun. S. (2019). An analysis of research published in Korean Journal with the theme of 'education & AI', using semantic network analysis. Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology, 9(11), 209-217.   DOI
8 Kim, K. S. & Park, Y. G. (2017). A Development and Application of the teaching and learning model of Artificial Intelligence Education for Elementary Student. Journal of the Korean Association of Information Education, 21(1),139-149.   DOI
9 Gwan, H. S. & Ryu, M. Y. (2019). AI Education Programs for Deep-Learning Concepts. Journal of the Korean Association of information Education, 23(6), 583-590.   DOI
10 Lee, S. C. & Kim, T. Y. (2020). Proposal of Contents and Method of Artificial Intelligence Education for Elementary School Students, Proceedings of Computer Education conference, 24(1), 177-180.
11 Lee, Y. H. (2019). An Analysis of the Influence of Block-type Programming Language-Based Artificial Intelligence Education on the Learner's Attitude in Artificial Intelligence. Journal of the Korean Association of information Education, 23(2), 189-196.   DOI
12 Woo, H. S., Lee, H. J., Kim, J, M. & Lee, W. G. (2020). Analysis of Artificial Intelligence Curriculum of SW Universities. The Journal of Korean association of computer education, 23(2), 13-20.   DOI
13 Rue, S. M. (2016). BigData Effects on Artificial Intelligence. The Journal of Korea Institute of Information Technology Magazine 14(1), 29-34.
14 Woo, J. P., Im, S. A., & Park, S. W. (2018). Research on customer purchasing patterns using big data and artificial intelligence. Proceedings of Korea Distribution Association conference, 2018(4), 159-166.
15 Ji, Y. M., Yoo, J. J. & Lee, S. H. (2017). Internet of Things, Big-data and Artificial Intelligence. The Journal of the Korean Institute of Information Scientists and Engineer, 35(7), 43-50.
16 Lee, S. Y. & Yoon, H. J. (2019). A Study on Big Data Information System based on Artificial Intelligence -Filmmaker and Focusing on Movie case analysis of 10 million Viewers. The Journal of the Korea Institute of Electronic Communication Sciences, 14(2), 377-388.   DOI
17 No, H. J. (2014). Principal component analysis & factor analysis. Seoul: Hanol.
18 Park, W. W., Son, S. Y., Park , H. S. & Park, H. S. (2010). A proposal on determining appropriate sample size considering statistical conclusion validity. Seoul Journal of Industrial Relations, 21, 51-85.
19 Korea Foundation for the Advancement of Science and Creativity. (2016). A Study on Surveying the Actual Conditions and Evaluating the Effectiveness of SW Education in Elementary and Secondary Schools. Seoul : KFASC. Retrived http://www.ndsl.kr/ndsl/search/deail/rport/reportSearchResultDetail.do?cn=TRKO201600014678
20 No, K. S. (2014). SPSS & AMOS 21. Seoul: Hanbit.
21 Kim, H. U. & Mun, S. Y. (2020). Exploring the Educational Use of Artificial Intelligence based on R mapping - Focusing on Foreign Publication Analysis Results. Journal of The Korean Association of Information Education, 24(4), 313-325.   DOI
22 Youn, J. Y., Kim, Y. M., So, J. H. & Kim, Y. H. (2019). A Study on the Media Art STEAM Education Program Using Data Science and Artificial Intelligence. The Korean Society of Science & Art 37(5), 265-276.   DOI
23 M. S. Knowles(1975). The adult learner:A neglected species. Gulf Publishing Company.
24 Keller, J. M. (2010). Motivational design for learning and performance: The ARCS model approach. Springer Science & Business Media
25 Han, J. Y. (2020). Changes in attitudes and efficacy of AI learners according to the level of programming skill and project interest in AI project. Journal of The Korean Association of Information Education, 24(4), 391-400.   DOI
26 Kim, K. S. (2019). An Artificial Intelligence Education Program Development and Application for Elementary Teachers. Journal of The Korean Association of information Education, 23(6), 629-637.   DOI