2011 Fiscal Year Final Research Report
Skill Assessment and Learning Advisory by Analyzing Performance Data
| Project/Area Number |
21300313
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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 | Seikei University |
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Principal Investigator |
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| Co-Investigator(Kenkyū-buntansha) |
MURAMATSU Daigo 成蹊大学, 理工学部, 助教 (00386624)
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| Project Period (FY) |
2009 – 2011
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| Keywords | e-ラーニング / コンピュータ・ベースド・テスティング / スキル評価 / 学習支援 / 実技試験自動化 |
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| Research Abstract |
The goal of our study is to investigate the human skills for manufacturing or sports to develop a computer based testing(CBT) system for assessing them. To address this problem, we corrected behavior data when executing tasks from subjects using acceleration sensor and electromyogram. By extracting some features from the data, we could distinguish the levels of each subject. Applying the machine learning technique, we verified that it is possible to develop a CBT system for assessing skill using the proposed method.
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