| Presentation | 2017-06-23 Construction of Life Event Prediction Model using Tendency of Word Occurrence in User's Tweet History Shun Abe, Masumi Shirakawa, Takahiro Hara, Kazushi Ikeda, Keiichiro Hoashi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a method for constructing life event prediction models using the tendency of word occurrences in past tweets posted by users who experienced the life events. We conducted experiments for five types of life events, i.e., birth, leaving hospital, getting a job, pregnancy and marriage, and assessed the prediction performance of the proposed method for each life event. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Twitter / Life event / Event detection / Event prediction |
| Paper # | DE2017-1 |
| Date of Issue | 2017-06-16 (DE) |
| Conference Information | |
| Committee | DE |
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| Conference Date | 2017/6/23(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Akiyo Nadamoto(Konan Univ.) |
| Vice Chair | Koji Eguchi(Kobe Univ.) / Shingo Otsuka(Kanagawa Inst. of Tech.) |
| Secretary | Koji Eguchi(Kogakuin Univ.) / Shingo Otsuka(Univ. of Marketing and Distrbution Science) |
| Assistant | Kazuo Goda(Univ. of Tokyo) / Yuroaki Shiokawa(Tsukuba Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Data Engineering |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Construction of Life Event Prediction Model using Tendency of Word Occurrence in User's Tweet History |
| Sub Title (in English) | |
| Keyword(1) | |
| Keyword(2) | Life event |
| Keyword(3) | Event detection |
| Keyword(4) | Event prediction |
| 1st Author's Name | Shun Abe |
| 1st Author's Affiliation | Osaka University(Osaka Univ.) |
| 2nd Author's Name | Masumi Shirakawa |
| 2nd Author's Affiliation | hapicom Inc.(hapicom) |
| 3rd Author's Name | Takahiro Hara |
| 3rd Author's Affiliation | Osaka University(Osaka Univ.) |
| 4th Author's Name | Kazushi Ikeda |
| 4th Author's Affiliation | KDDI Research, Intelligent Media Laboratory(KDDI Research) |
| 5th Author's Name | Keiichiro Hoashi |
| 5th Author's Affiliation | KDDI Research, Intelligent Media Laboratory(KDDI Research) |
| Date | 2017-06-23 |
| Paper # | DE2017-1 |
| Volume (vol) | vol.117 |
| Number (no) | DE-108 |
| Page | pp.pp.1-6(DE), |
| #Pages | 6 |
| Date of Issue | 2017-06-16 (DE) |