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Personalized Online Adaptive Learning System

Research Project

Project/Area Number 20H01719
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 09070:Educational technology-related
Research InstitutionTokyo Institute of Technology

Principal Investigator

クロス ジェフリーS  東京工業大学, 環境・社会理工学院, 教授 (90532044)

Project Period (FY) 2020-04-01 – 2025-03-31
Project Status Granted (Fiscal Year 2021)
Budget Amount *help
¥8,580,000 (Direct Cost: ¥6,600,000、Indirect Cost: ¥1,980,000)
Fiscal Year 2022: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2021: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2020: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Keywordsメタ認知 / オンライン学習 / 個人学習 / 人工知能 / eラーニング / 機械学習 / 教育技術 / 個人化された学習 / 学習管理システム
Outline of Research at the Start

Metacognition, or the knowledge and regulation of one's thinking process, includes skills such as goal setting and knowledge monitoring which helps learners improve their learning or make learning more efficient. This research helps learners develop metacognitive skills by creating an adaptive learning online engine for domain-specific courses. It uses natural language processing and machine learning techniques to obtain course improvement points and will customize course materials for individual learners based upon their prior knowledge upon the project conclusion in 2024.

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Published: 2020-04-28   Modified: 2022-04-19  

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