| Presentation | 2015-09-12 A Semi-supervised Topic Model for Class Evaluation Analysis Takatoshi Ishii, Yoshiki Shimomura, Shuuya Nakamura, Susumu Fujimori, Takako Akakura, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | To increase the quality of education, teachers and learners need to understand their learning goal, learning process that learners like, and so on. For this purpose, this article aim to extract learners features such aslearning goal or learning process that the learners like, from natural language data. To be more precise, we proposea Labeled LDA model for analyzing the questionnaire about learning motivation, interest, and satisfaction from thelearners. To show utility of the proposal, this article shows an application for analyzing motivation, interest, andsatisfaction for an actual lecture. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Higher Education / Questionnaire analysis, / Natural Language Processing, / Labeled LDA |
| Paper # | ET2015-40 |
| Date of Issue | 2015-09-05 (ET) |
| Conference Information | |
| Committee | ET |
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| Conference Date | 2015/9/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okayama Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Intelligent Learning Support, etc. |
| Chair | Yukihiro Matsubara(Hiroshima City Univ.) |
| Vice Chair | Tomoko Kojiri(Kansai Univ.) |
| Secretary | Tomoko Kojiri(JAIST) |
| Assistant | Naka Gotoda(Kagawa Univ.) / Yuichiro Tateiwa(Nagoya Inst. of Tech.) |
| 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 Semi-supervised Topic Model for Class Evaluation Analysis |
| Sub Title (in English) | |
| Keyword(1) | Higher Education |
| Keyword(2) | Questionnaire analysis, |
| Keyword(3) | Natural Language Processing, |
| Keyword(4) | Labeled LDA |
| 1st Author's Name | Takatoshi Ishii |
| 1st Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ.) |
| 2nd Author's Name | Yoshiki Shimomura |
| 2nd Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ.) |
| 3rd Author's Name | Shuuya Nakamura |
| 3rd Author's Affiliation | Tokyo University of Sience(TUS) |
| 4th Author's Name | Susumu Fujimori |
| 4th Author's Affiliation | Tokyo University of Sience(TUS) |
| 5th Author's Name | Takako Akakura |
| 5th Author's Affiliation | Tokyo University of Sience(TUS) |
| Date | 2015-09-12 |
| Paper # | ET2015-40 |
| Volume (vol) | vol.115 |
| Number (no) | ET-223 |
| Page | pp.pp.43-48(ET), |
| #Pages | 6 |
| Date of Issue | 2015-09-05 (ET) |