Skill Assessment and Learning Advisory by Analyzing Performance Data

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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.