| Presentation | 2019-01-18 [Invited Talk] Social Network Analysis Based on Random Matrix Theory Yusuke Sakumoto, Masaki Aida, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Spectral graph theory gives an algebraical approach to analyze the characteristics of a network by using the matrix that represents the network structure. In order to apply the spectral graph theory to the social network analysis, we must represent the social network structure with a matrix. However, it is hard to determine matrix elements exactly representing the actual social network structure. In this paper, we introduce the social network analysis based on random matrix theory. This analysis utilizes the universality that appears when matrix elements are randomly given. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Social Media / SNS / Spectral Graph Theory / Laplacian Matrix / Random Matrix Theory |
| Paper # | CQ2018-87 |
| Date of Issue | 2019-01-10 (CQ) |
| Conference Information | |
| Committee | CQ |
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| Conference Date | 2019/1/17(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tokyo Metropolitan Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Video/Voice Services Quality, Media Quality, Network Quality and QoS Control, Networks and Communications at Disaster, User Behavior, Machine Learning, etc. |
| Chair | Takanori Hayashi(Hiroshima Inst. of Tech.) |
| Vice Chair | Hideyuki Shimonishi(NEC) / Jun Okamoto(NTT) |
| Secretary | Hideyuki Shimonishi(NTT) / Jun Okamoto(Nippon Inst. of Tech.) |
| Assistant | Chikara Sasaki(KDDI Research) / Yoshiaki Nishikawa(NEC) / Ryo Yamamoto(UEC) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] Social Network Analysis Based on Random Matrix Theory |
| Sub Title (in English) | |
| Keyword(1) | Social Media |
| Keyword(2) | SNS |
| Keyword(3) | Spectral Graph Theory |
| Keyword(4) | Laplacian Matrix |
| Keyword(5) | Random Matrix Theory |
| 1st Author's Name | Yusuke Sakumoto |
| 1st Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ.) |
| 2nd Author's Name | Masaki Aida |
| 2nd Author's Affiliation | Tokyo Metropolitan University(Tokyo Metropolitan Univ.) |
| Date | 2019-01-18 |
| Paper # | CQ2018-87 |
| Volume (vol) | vol.118 |
| Number (no) | CQ-395 |
| Page | pp.pp.65-70(CQ), |
| #Pages | 6 |
| Date of Issue | 2019-01-10 (CQ) |