| Presentation | 2018-08-02 Damped Oscillation Model with Frequency-Dependent Decay Rate in Social Networks Chisa Takano, Masaki Aida, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, we have studied an oscillation model to describe the propagation of activities on social networks and proposed the framework that its oscillation energy corresponds to the various node centrality index. The proposed node centrality index provides not only the underlying mechanism of conventional degree centrality and betweenness centrality, but also gives a generalized index that can reflect various network conditions. The phenomenon that the user's interest in a specific event diminishes with time can be represented by damped oscillation on the network. In previous studies, we assumed a damping coefficient, the damping strength of oscillation, as a constant independent of the frequency, but it is known that the damping coefficient in the general oscillation phenomena depends on the frequency. In this research, we investigate the behavior of the damping oscillation model on the network when the damping coefficient depends on the frequency, and discuss the reasonable possibility of the frequency-dependent damping coefficient on social networks. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Network Analysis / Propagation of Activities / Damped Oscillation Model / Eigenfrequency |
| Paper # | CCS2018-28 |
| Date of Issue | 2018-07-25 (CCS) |
| Conference Information | |
| Committee | IN / CCS |
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| Conference Date | 2018/8/1(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kitayuzawa Mori-no-Soraniwa |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Takuji Kishida(NTT) / Mikio Hasegawa(Tokyo Univ. of Science) |
| Vice Chair | Kenji Ishida(Hiroshima City Univ.) / Makoto Naruse(NICT) / Shigeki Shiokawa(Kanagawa Inst. of Tech.) |
| Secretary | Kenji Ishida(KDDI Research) / Makoto Naruse(KDDI Research) / Shigeki Shiokawa(NTT) |
| Assistant | / Yusuke Kawakita(Kanagawa Inst. of Tech.) / Hiroyasu Ando(Tsukuba Univ.) / Takashi Matsubara(Kobe Univ.) / Ryo Takahashi(AUT) |
| Paper Information | |
| Registration To | Technical Committee on Information Networks / Technical Committee on Complex Communication Sciences |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Damped Oscillation Model with Frequency-Dependent Decay Rate in Social Networks |
| Sub Title (in English) | |
| Keyword(1) | Network Analysis |
| Keyword(2) | Propagation of Activities |
| Keyword(3) | Damped Oscillation Model |
| Keyword(4) | Eigenfrequency |
| 1st Author's Name | Chisa Takano |
| 1st Author's Affiliation | Hiroshima City University(Hiroshima City Univ.) |
| 2nd Author's Name | Masaki Aida |
| 2nd Author's Affiliation | Tokyo Metropolitan Univ(Tokyo Metropolitan Univ.) |
| Date | 2018-08-02 |
| Paper # | CCS2018-28 |
| Volume (vol) | vol.118 |
| Number (no) | CCS-168 |
| Page | pp.pp.13-16(CCS), |
| #Pages | 4 |
| Date of Issue | 2018-07-25 (CCS) |