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교육 데이터와 분석 기법: 사례 연구를 중심으로
Education Data and Analytics: A Review of the State of the Art
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With the increase of education data, there have been many studies on the application of various analytics to improve students’ performance and educational environments over the past decade. This paper first introduces the cases of universities that successfully utilize the analysis results and, more specifically, examines which data and analytical techniques are used for each analysis purpose. Based on the findings, the limitations of the current analytics and the direction of future analysis are discussed.
키워드
교육 데이터; 학습 분석; 교육 데이터 마이닝; 학습 성과 예측; Education Data; Learning Analytics; Educational Data Mining; Student Performance Prediction
- 제목
- 교육 데이터와 분석 기법: 사례 연구를 중심으로
- 제목 (타언어)
- Education Data and Analytics: A Review of the State of the Art
- 저자
- 권영옥
- 발행일
- 2019-08
- 저널명
- 한국빅데이터학회 학회지
- 권
- 4
- 호
- 1
- 페이지
- 73 ~ 81