| Presentation | 2018-09-07 Knowledge exploration by combining machine learning and text mining Hirofumi Omori, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The purpose of this research is to examine a knowledge exploration method by combining machine learning and text mining. Today，machine learning is attracting attention as a method of iteratively learning a large amount of data and finding a pattern lurking in it. However，these processing results do not necessarily reflect the analyst's intention. Therefore，the author discussed the effectiveness of stepwise analysis while combining the excellent points of machine learning and text mining software，and appropriately sorting analytical data. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | machine learning / text mining / regional branding / clue expression / collocation |
| Paper # | NLC2018-22 |
| Date of Issue | 2018-08-30 (NLC) |
| Conference Information | |
| Committee | NLC / IPSJ-DC |
|---|---|
| Conference Date | 2018/9/6(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Seikei University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | The Thirteenth Text Analytics Symposium |
| Chair | Takeshi Sakaki(Hottolink) / Michiko Oba(Hitachi) |
| Vice Chair | Mitsuo Yoshida(Toyohashi Univ. of Tech.) / Kazutaka Shimada(Kyushu Inst. of Tech.) |
| Secretary | Mitsuo Yoshida(Ryukoku Univ.) / Kazutaka Shimada(NTT) / (Kyushu Univ.) |
| Assistant | Takeshi Kobayakawa(NHK) / Hiroki Sakaji(Univ. of Tokyo) |
| Paper Information | |
| Registration To | Technical Committee on Natural Language Understanding and Models of Communication / Special Interest Group on Document Communication |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Knowledge exploration by combining machine learning and text mining |
| Sub Title (in English) | Content analysis of newspaper articles on Regional Branding |
| Keyword(1) | machine learning |
| Keyword(2) | text mining |
| Keyword(3) | regional branding |
| Keyword(4) | clue expression |
| Keyword(5) | collocation |
| 1st Author's Name | Hirofumi Omori |
| 1st Author's Affiliation | Meisei University(Meisei Univ.) |
| Date | 2018-09-07 |
| Paper # | NLC2018-22 |
| Volume (vol) | vol.118 |
| Number (no) | NLC-210 |
| Page | pp.pp.85-90(NLC), |
| #Pages | 6 |
| Date of Issue | 2018-08-30 (NLC) |