K-NN 알고리즘 이해를 기반한 머신러닝...(정보교육학회논문지, 2021.02) > 자유게시판

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논문명

K-NN 알고리즘 이해를 기반한 머신러닝 교육 프로그램의 개발 및 적용

Abstract

After the advent of the 4th industrial revolution era, the essential element of national competitiveness can be said to be artificial intelligence. However, since artificial intelligence is impossible without machine learning based on big data, future talents must be accompanied by the ability to use and understand machine learning familiarly from childhood and apply creatively to real life. In this paper, we developed and applied a machine learning education program based on understanding the K-NN algorithm for elementary school students and analyzed the effect. As a result, we found that the students' understanding of machine learning principles and machine learning application were improved based on understanding the K-NN algorithm. Through these results, the effectiveness of the proposed education program was verified. The significance of this paper can be found from the viewpoint of expanding the possibility of a way to educate machine learning even for students with low basic knowledge of information technology.

논문 정보

최은선*, 박남제**

제주대학교 일반대학원 과학교육학부 컴퓨터교육학과*, 제주대학교 교육대학 초등컴퓨터교육전공**

Journal of The Korean Association

of Information Education Vol. 25, No. 1,

February 2021, pp. 175-184

http://dx.doi.org/10.14352/jkaie.2021.25.1.175