| Presentation | 2012-08-31 Skill discovery and matching based on feature words extraction from senior people's resumes Takahiro MIURA, Masatomo KOBAYASHI, Atsushi HIYAMA, Hironobu TAKAGI, Michitaka HIROSE, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Due to the fact that senior people have special abilities such as knowledges, experiences, and skills which young people does not have, they can be driving forces to promote a society. For utilizing their enormous abilities, it is necessary to collect and organize them effectively. In this study, the authors aimed at arranging and evaluating ability information of senior people. First, resumes of senior people's professional activities were gathered and then characteristic keywords of each resume were extracted as skill information using calculation of term frequency - inverse document frequency (TF-IDF). Likewise, the keywords was extracted from information on job offer based on TF-IDF. The result obtained by comparison of these TF-IDFs, suggested that it is possible to provide work contents which match each senior person. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Skill discovery / skill matching / TF-IDF / senior people |
| Paper # | NLC2012-20 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 2012/8/23(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Natural Language Understanding and Models of Communication (NLC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Skill discovery and matching based on feature words extraction from senior people's resumes |
| Sub Title (in English) | |
| Keyword(1) | Skill discovery |
| Keyword(2) | skill matching |
| Keyword(3) | TF-IDF |
| Keyword(4) | senior people |
| 1st Author's Name | Takahiro MIURA |
| 1st Author's Affiliation | Graduate School of Information Science and Technology, the University of Tokyo() |
| 2nd Author's Name | Masatomo KOBAYASHI |
| 2nd Author's Affiliation | IBM Research - Tokyo |
| 3rd Author's Name | Atsushi HIYAMA |
| 3rd Author's Affiliation | Graduate School of Information Science and Technology, the University of Tokyo |
| 4th Author's Name | Hironobu TAKAGI |
| 4th Author's Affiliation | IBM Research - Tokyo |
| 5th Author's Name | Michitaka HIROSE |
| 5th Author's Affiliation | Graduate School of Information Science and Technology, the University of Tokyo |
| Date | 2012-08-31 |
| Paper # | NLC2012-20 |
| Volume (vol) | vol.112 |
| Number (no) | 196 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |