| Presentation | 2015-02-20 A Mutual Spreading Model Describing Relationship between the Number of People and Tweets Shinnosuke NAKASHIMA, Masaki ONISHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, the relationship between human activity and SNS posting activity is getting stronger due to growth of SNS. In this study, we focus on Twitter. We propose the mutual spreading model that consists of nodes and links for analyzing relationship between the number of tweets and people. We conduct the verification experiment using measured data for evaluating the model and analyzing relationship between the number of tweets and people. We have confirmed that the average of relative error between measured value and experimental value for number of tweets is about 4%, for number of people is about 11%. These results mean that the mutual spreading model describes statistical relationship between the number of tweets and people. We have confirmed that the relationship between the number of tweets and people varies with the time, as well. In addition, these results have shown that the relationship becomes stronger in particular time. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Twitter / human flow / statistical relationship / regression analysis / graph model |
| Paper # | PRMU2014-148,CNR2014-63 |
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| Conference Information | |
| Committee | CNR |
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| Conference Date | 2015/2/12(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Cloud Network Robotics (CNR) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Mutual Spreading Model Describing Relationship between the Number of People and Tweets |
| Sub Title (in English) | |
| Keyword(1) | |
| Keyword(2) | human flow |
| Keyword(3) | statistical relationship |
| Keyword(4) | regression analysis |
| Keyword(5) | graph model |
| 1st Author's Name | Shinnosuke NAKASHIMA |
| 1st Author's Affiliation | Japan Advanced Institute of Science and Technology() |
| 2nd Author's Name | Masaki ONISHI |
| 2nd Author's Affiliation | National Institute of Advanced Industrial Science and Technology:Japan Advanced Institute of Science and Technology |
| Date | 2015-02-20 |
| Paper # | PRMU2014-148,CNR2014-63 |
| Volume (vol) | vol.114 |
| Number (no) | 455 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |