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Learning process mining techniques based on open education platforms

개방형 e-Learning 플랫폼 기반 학습 프로세스 마이닝 기술

  • Kim, Hyun-ah (Dept. of Liberal Arts and Interdisciiplinary Studies, Kyonggi Univ.)
  • 김현아 (경기대학교 융합교양대학 교양학과)
  • Received : 2019.02.13
  • Accepted : 2019.04.15
  • Published : 2019.05.31

Abstract

In this paper, we study learning process mining and analytic technology based on open education platform. A study on mining through personal learning history log data based on an open education platform such as MOOC which is growing in interest recently. This technology is to design and implement a learning process mining framework for discovering and analyzing meaningful learning processes and knowledge from learning history log data. Learning process mining framework technology is a technique for expressing, extracting, analyzing and visualizing the learning process to provide learners with improved learning processes and educational services.

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그림 1. 학습 프로세스 마이닝 Figure 1. e-Learning Mining

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그림 2. 학습 프로세스 마이닝의 과정 Figure 2. Process of e-Learning Mining

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그림 3. 학습 프로세스 메타모델 Figure 3. e-Learning Meta-Model

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그림 4. 도출된 학습 프로세스에 대한 애널리틱스 서비스 Figure 4. Analytics services for derived learning processes

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