| Presentation | 2018-11-10 A study on selection method to adaptive question items of class evaluations based on topics of course contents Shuya Nakamura, Takako Akakura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This aim of this study is to develop the selection method to adaptive question items based on topic of course contents. For this, we apply to the method of text mining for the syllabi and class evaluation item queries. In order to extract topic of course contents, we construct a topic estimation model using LDA(latent Dirichlet allocation) based on syllabi and estimate topics of class evaluation queries. By applying the constructed model to a class evaluation queries, to extract “the topic of class evaluation queries based on the course content”. To calculate degree of similarity between the topic of syllabi and class evaluation queries might permit to adaptive class evaluation questions based on course contents. In this paper, we discuss simulation results using actual data with syllabi of national universities engineering departments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | LDA / Class evaluation questionnaire / Syllabus |
| Paper # | ET2018-56 |
| Date of Issue | 2018-11-03 (ET) |
| Conference Information | |
| Committee | ET |
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| Conference Date | 2018/11/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tokyo Polytechnic University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Sessions for Young Researchers (Young Researcher Awards Selection), etc. |
| Chair | Yozo Miyadera(Tokyo Gakugei Univ.) |
| Vice Chair | Ryo Takaoka(Yamaguchi Univ.) |
| Secretary | Ryo Takaoka(Open Univ. of Japan) |
| Assistant | Megumi Kurayama(National Inst. of Tech., Hakodate College) / Masaru Okamoto(Hiroshima City 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) | A study on selection method to adaptive question items of class evaluations based on topics of course contents |
| Sub Title (in English) | |
| Keyword(1) | LDA |
| Keyword(2) | Class evaluation questionnaire |
| Keyword(3) | Syllabus |
| 1st Author's Name | Shuya Nakamura |
| 1st Author's Affiliation | Tokyo University of Science(TUS) |
| 2nd Author's Name | Takako Akakura |
| 2nd Author's Affiliation | Tokyo University of Science(TUS) |
| Date | 2018-11-10 |
| Paper # | ET2018-56 |
| Volume (vol) | vol.118 |
| Number (no) | ET-294 |
| Page | pp.pp.19-22(ET), |
| #Pages | 4 |
| Date of Issue | 2018-11-03 (ET) |