| Presentation | 2021-01-21 [Poster Presentation] Study on Universality of Eigenvalue Distribution for Normalized Laplacian Matrix of Weighted Network with Triads Toyoaki Taniguchi, Sakumoto Yusuke, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to realize social network analysis using spectral graph theory, we aim to clarify the universality of random matrices (Normalized laplacian matrices) that represent the structure of social networks.The structure of social networks is called a triad, but the universality for networks with triads hasn't been revealed.In this paper, we numerically investigate whether the eigenvalue distribution of the Normalized laplacian matrix for such networks converges to a specific distribution as the number of nodes increases, and discuss the clarification of universality for social networks. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Network Analysis / Spectral Graph Theory / Laplacian Matrix / Random Matrix Theory |
| Paper # | CQ2020-90 |
| Date of Issue | 2021-01-13 (CQ) |
| Conference Information | |
| Committee | CQ |
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| Conference Date | 2021/1/20(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | AR/VR, Broadcasting Service, Video/Voice Services Quality, High Realistic, User Behavior/Psychology, User Experience, Media Quality, Network Quality and QoS Control, Networks and Communications at Disaster, User Behavior, Machine Learning, Video Communication, etc. |
| Chair | Hideyuki Shimonishi(NEC) |
| Vice Chair | Jun Okamoto(NTT) / Takefumi Hiraguri(Nippon Inst. of Tech.) |
| Secretary | Jun Okamoto(Doshisha Univ.) / Takefumi Hiraguri(NICT) |
| Assistant | Yoshiaki Nishikawa(NEC) / Takuto Kimura(NTT) / Ryoichi Kataoka(KDDI Research) |
| 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) | [Poster Presentation] Study on Universality of Eigenvalue Distribution for Normalized Laplacian Matrix of Weighted Network with Triads |
| Sub Title (in English) | |
| Keyword(1) | Network Analysis |
| Keyword(2) | Spectral Graph Theory |
| Keyword(3) | Laplacian Matrix |
| Keyword(4) | Random Matrix Theory |
| 1st Author's Name | Toyoaki Taniguchi |
| 1st Author's Affiliation | Kwansei Gakuin University(Kwansei Gakuin Univ) |
| 2nd Author's Name | Sakumoto Yusuke |
| 2nd Author's Affiliation | Kwansei Gakuin University(Kwansei Gakuin Univ) |
| Date | 2021-01-21 |
| Paper # | CQ2020-90 |
| Volume (vol) | vol.120 |
| Number (no) | CQ-314 |
| Page | pp.pp.102-103(CQ), |
| #Pages | 2 |
| Date of Issue | 2021-01-13 (CQ) |