Fundamental Research of Intelligent Mentoring Function for Intelligent Tutoring System based on Low Level Interaction
| Project/Area Number |
22300294
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| Research Category |
Grant-in-Aid for Scientific Research (B)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
Educational technology
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| Research Institution | Waseda University |
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Principal Investigator |
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| Co-Investigator(Kenkyū-buntansha) |
HIRASHIMA Tsukasa 広島大学, 大学院・工学系研究科, 教授 (10238355)
KONISHI Tatsuhiro 静岡大学, 大学院・情報学研究科, 教授 (30234800)
KOJIMA Kazuaki 早稲田大学, 人間科学学術院, 助教 (30437082)
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| Project Period (FY) |
2010 – 2012
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| Project Status |
Completed (Fiscal Year 2012)
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| Budget Amount *help |
¥18,330,000 (Direct Cost: ¥14,100,000、Indirect Cost: ¥4,230,000)
Fiscal Year 2012: ¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2011: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2010: ¥9,620,000 (Direct Cost: ¥7,400,000、Indirect Cost: ¥2,220,000)
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| Keywords | 教授学習支援システム / 知的メンタリングシステム / データマイニング / Low-Level Interaction / 知的学習支援システム / 学習ログ情報 / 心的状態の推定 / オントロジー / 視線計測 / 生体情報 / Low Level Interaction / 知的学習支緩システム / メンタリング機能 / 知的メンタリング / 学習者モデル / 教授戦略 / メンタリング戦略 |
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| Research Abstract |
In this study we carried out fundamental research for development the intelligent mentoring function for intelligent tutoring systems as additional function based on Low Level Interaction between learners and systems. As a result, some inference methods of learners' mental states from information on learners' behavior i.e., log data of mouse operations, postures investigated via Web camera and eye tracking tracing data. Additionally, ontological description on general relationship between some log data on learners' behavior and their mental states are proposed as a knowledge model for the intelligent mentoring system.
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Report
(4 results)
Research Products
(77 results)
