Presentation | 2021-03-06 An Examination of the Detection of Students' Classroom Behavior for Class Evaluation Xinyi Xie, Sho Ooi, Takeshi Goto, Haruo Noma, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Beginner teachers are low teaching ability than expert teachers because they are a few teaching experiences in practice. For instance, teachers in elementary school must lecture 25 units per week. To improve a beginner teacher's class quality, they experience the class in an actual scene and observe other teachers' classes. This study aims to detect students' state during a class for a reflection support system. In particular, this study takes video using a camera and extracts a person's regions with YOLO algorithm. Then, this system calculated a histogram of gradients features against extracted regions and classified eight students' states using a support vector machine. As a result, this study could detect eight students' states with an accuracy of 83.3 percent. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Students' class behavior detection / Feedback System / Action detection / Behavior Analysis |
Paper # | ET2020-69 |
Date of Issue | 2021-02-27 (ET) |
Conference Information | |
Committee | ET |
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Conference Date | 2021/3/6(1days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Online |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | Logical Thinking Ability and Programming Education, etc. |
Chair | Hideyuki Suzuki(Ibaraki Univ.) |
Vice Chair | Yasuhiro Fujihara(Hyogo College of Medicine) |
Secretary | Yasuhiro Fujihara(Soka Univ.) |
Assistant | Ryo Oonuma(Fukushima Univ.) / Sho Yamamoto(Kinki Univ.) |
Paper Information | |
Registration To | Technical Committee on Educational Technology |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | An Examination of the Detection of Students' Classroom Behavior for Class Evaluation |
Sub Title (in English) | |
Keyword(1) | Students' class behavior detection |
Keyword(2) | Feedback System |
Keyword(3) | Action detection |
Keyword(4) | Behavior Analysis |
1st Author's Name | Xinyi Xie |
1st Author's Affiliation | Ritsumeikan University(Rits Univ.) |
2nd Author's Name | Sho Ooi |
2nd Author's Affiliation | Ritsumeikan University(Rits Univ.) |
3rd Author's Name | Takeshi Goto |
3rd Author's Affiliation | Oji Elementary School(Oji E.S.) |
4th Author's Name | Haruo Noma |
4th Author's Affiliation | Ritsumeikan University(Rits Univ.) |
Date | 2021-03-06 |
Paper # | ET2020-69 |
Volume (vol) | vol.120 |
Number (no) | ET-424 |
Page | pp.pp.97-102(ET), |
#Pages | 6 |
Date of Issue | 2021-02-27 (ET) |