| Presentation | 2023-03-11 Multi-Agent Simulation Reflecting Human Travel Network with Small-World Nature Ryoya Watanabe, Fumito Ihara, Daiki Takamura, Takumi Sugiura, Naoki Wakabayashi, Daiki Kishimoto, Takashi Kawamura, Satoshi Kurihara, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Since human travel and contact cause infectious phenomena, it is crucial to understand the impact of travel networks on infection. In our study, we focus on the small-world nature and propose a multi-agent simulation in which we constructed a travel network by the Watts-Strogatz model. We confirm by simulation that small-world networks have two properties in the infection phenomenon, unlike random networks. The infection spreads when an infected person moves through weak ties, while the infection is suppressed when the infected person does not move through weak ties. Another contribution of our study is confirming the synergistic effects of small-world nature and vaccines. We also confirmed that travel through weak ties in a small-world network is less likely to spread infection if people take infection control measures. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Complex Networks / Multi-Agent Simulation / Computational Social Science / COVID-19 |
| Paper # | AI2022-50 |
| Date of Issue | 2023-03-04 (AI) |
| Conference Information | |
| Committee | AI / JSAI-KBS / JSAI-SAI / JSAI-DOCMAS / IPSJ-ICS |
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| Conference Date | 2023/3/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Workshop of Social System and Information Technology (WSSIT2023) |
| Chair | Yuichi Sei(Univ. of Electro-Comm.) |
| Vice Chair | Yuko Sakurai(AIST) / Tadachika Ozono(Nagoya Inst. of Tech.) |
| Secretary | Yuko Sakurai(Tokyo Univ. of Agriculture and Technology) / Tadachika Ozono(Toho Univ.) |
| Assistant | Kazutaka Matsuzaki(Chuo Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing / Special Interest Group on Knowledge-Based Systems / Special Interest Group on Society and Artificial Intelligence / Special Interest Group on Data Oriented Constructive Mining and Simulation / Special Interest Group on Intelligence and Complex Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Multi-Agent Simulation Reflecting Human Travel Network with Small-World Nature |
| Sub Title (in English) | |
| Keyword(1) | Complex Networks |
| Keyword(2) | Multi-Agent Simulation |
| Keyword(3) | Computational Social Science |
| Keyword(4) | COVID-19 |
| 1st Author's Name | Ryoya Watanabe |
| 1st Author's Affiliation | Keio University(Keio Univ.) |
| 2nd Author's Name | Fumito Ihara |
| 2nd Author's Affiliation | Keio University(Keio Univ.) |
| 3rd Author's Name | Daiki Takamura |
| 3rd Author's Affiliation | Keio University(Keio Univ.) |
| 4th Author's Name | Takumi Sugiura |
| 4th Author's Affiliation | Keio University(Keio Univ.) |
| 5th Author's Name | Naoki Wakabayashi |
| 5th Author's Affiliation | Keio University(Keio Univ.) |
| 6th Author's Name | Daiki Kishimoto |
| 6th Author's Affiliation | Keio University(Keio Univ.) |
| 7th Author's Name | Takashi Kawamura |
| 7th Author's Affiliation | Keio University(Keio Univ.) |
| 8th Author's Name | Satoshi Kurihara |
| 8th Author's Affiliation | Keio University(Keio Univ.) |
| Date | 2023-03-11 |
| Paper # | AI2022-50 |
| Volume (vol) | vol.122 |
| Number (no) | AI-421 |
| Page | pp.pp.13-18(AI), |
| #Pages | 6 |
| Date of Issue | 2023-03-04 (AI) |