| Presentation | 2015-06-05 Categorization of Tweets Mentioning Books Based on Text Clustering Shuntaro Yada, Kyo Kageura, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We classified tweets mentioning books by their pattern of mentioning, using K-means clustering method. This attempt derive from our desire to gather training data for distinguisher of tweets mentioning books. First, we built a book title dictionary for Japanese morpheme analyser and gathered tweets containing book title from Twitter Streaming. Second, we clustered tweets using morpheme as feature. Finally, each tweet of the clusters was analysed and classified mannually. According this analysis, We discussed what method and device are available to distinguish book title as named entity from general tweets. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Twitter / Clustering / K-means / Named Entity Recognition |
| Paper # | TL2015-11,NLC2015-11 |
| Date of Issue | 2015-05-28 (TL, NLC) |
| Conference Information | |
| Committee | NLC / TL |
|---|---|
| Conference Date | 2015/6/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | The University of Tokushima |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Application of natural language proessing and linguistic analysis, and general topic of NLP |
| Chair | Koichi Takeuchi(Okayama Univ.) / Tadahisa Kondo(Kogakuin Univ.) |
| Vice Chair | Hiroshi Kanayama(IBM) / Makoto Ichise(NTT DoCoMo) / Chiaki Kubomura(Yamano College of Aesthetics) / Masami Suzuki(KDDI R&D Labs.) |
| Secretary | Hiroshi Kanayama(Univ. of Tokyo/Hottolink) / Makoto Ichise(Ryukoku Univ.) / Chiaki Kubomura(Univ. of Tsukuba) / Masami Suzuki(Kyorin Univ.) |
| Assistant | Kazutaka Shimada(Kyushu Inst. of Tech.) / Ryuichiro Higashinaka(NTT) / Eiji Tomida(Ehime Univ.) / Yasushi Tsubota(Kyoto Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Natural Language Understanding and Models of Communication / Technical Committee on Thought and Language |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Categorization of Tweets Mentioning Books Based on Text Clustering |
| Sub Title (in English) | |
| Keyword(1) | |
| Keyword(2) | Clustering |
| Keyword(3) | K-means |
| Keyword(4) | Named Entity Recognition |
| 1st Author's Name | Shuntaro Yada |
| 1st Author's Affiliation | The University of Tokyo(UTokyo) |
| 2nd Author's Name | Kyo Kageura |
| 2nd Author's Affiliation | The University of Tokyo(UTokyo) |
| Date | 2015-06-05 |
| Paper # | TL2015-11,NLC2015-11 |
| Volume (vol) | vol.115 |
| Number (no) | TL-69,NLC-70 |
| Page | pp.pp.61-66(TL), pp.61-66(NLC), |
| #Pages | 6 |
| Date of Issue | 2015-05-28 (TL, NLC) |