| Budget Amount *help |
¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
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| Outline of Final Research Achievements |
With the growing interest in recent on-demand education, research topics about not only delivering the lectures but also learning analytics for the lectures have been increased for feedback from teachers to learners. We started to research for learning analytics for our own online courses using statistical analysis method and performed large scale learning analytics using machine learning and deep learning on large scale learning data. We have been able to predict students' performance with high accuracy. Furthermore, we frequently discussed with overseas researchers in this field. We always do research incorporating with the newest technology. We will continue to do these researches.
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