| Presentation | 2020-06-27 Bookmarking Forecast for Others' SNS Posts by Machine Learning of Activity Logs Komei Arasawa, Shun Hattori, Yasuo Kudo, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | An advertising strategy called as "Viral Marketing" has public attention.It promotes an item and its company by using posts (reviews) in SNS. For example, when a celebrity wrote a SNS post that has a topic on an item, recommending the item for other users by showing them the post could increase persuasiveness of the recommendation.It is important for the system to exactly forecast person(s) who would be interested in the SNS posts.Therefore, it needs for the system to specify the posts that could induce the interest of a user.This paper proposes a method that analyzes the activity logs of a user in SNS and forecasts whether the user would bookmark a SNS post or not. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Random Forest / Personalization / Influencer / Recommender System |
| Paper # | DE2020-5 |
| Date of Issue | 2020-06-20 (DE) |
| Conference Information | |
| Committee | DE |
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| Conference Date | 2020/6/27(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Social Computing |
| Chair | Jun Miyazaki(Tokyo Inst. of Tech.) |
| Vice Chair | Shohei Yokoyama(Tokyo Metropolitan Univ.) / Kazuo Goda(Univ. of Tokyo) |
| Secretary | Shohei Yokoyama(NTT) / Kazuo Goda(Univ. of Hyogo) |
| Assistant | Saneyasu Yamaguchi(Kogakuin Univ.) / Shoko Wakamiya(NAIST) |
| 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) | Bookmarking Forecast for Others' SNS Posts by Machine Learning of Activity Logs |
| Sub Title (in English) | |
| Keyword(1) | Random Forest |
| Keyword(2) | Personalization |
| Keyword(3) | Influencer |
| Keyword(4) | Recommender System |
| 1st Author's Name | Komei Arasawa |
| 1st Author's Affiliation | Muroran Institute of Technology(Muroran Inst. of Tech.) |
| 2nd Author's Name | Shun Hattori |
| 2nd Author's Affiliation | Muroran Institute of Technology(Muroran Inst. of Tech.) |
| 3rd Author's Name | Yasuo Kudo |
| 3rd Author's Affiliation | Muroran Institute of Technology(Muroran Inst. of Tech.) |
| Date | 2020-06-27 |
| Paper # | DE2020-5 |
| Volume (vol) | vol.120 |
| Number (no) | DE-78 |
| Page | pp.pp.25-30(DE), |
| #Pages | 6 |
| Date of Issue | 2020-06-20 (DE) |