Understanding and countermeasures of collective behaviour of users resonating through information networks

2016 Fiscal Year Final Research Report

• Project/Area Number: 26280032
• Research Category: Grant-in-Aid for Scientific Research (B)
• Allocation Type: Partial Multi-year Fund
• Section: 一般
• Research Field: Information network
• Research Institution: Tokyo Metropolitan University
• Principal Investigator: Aida Masaki 首都大学東京, システムデザイン研究科, 教授 (60404935)
• Co-Investigator(Kenkyū-buntansha): 多田 知正 京都教育大学, 教育学部, 准教授 (10301277) ; 成瀬 誠 国立研究開発法人情報通信研究機構, ネットワークシステム研究所, 研究員 (20323529) ; 作元 雄輔 首都大学東京, システムデザイン学部, 助教 (30598785) ; 高野 知佐 広島市立大学, 情報科学研究科, 准教授 (60509058) ; 村田 正幸 大阪大学, 情報科学研究科, 教授 (80200301)
• Project Period (FY): 2014-04-01 – 2017-03-31
• Keywords: スペクトルグラフ理論 / ラプラシアン行列 / 有向グラフ / ネット炎上 / フラッシュクラウド

Outline of Final Research Achievements

By understanding the characteristics of resonance phenomena between users and networks and linking them to the stable operation technology of the system, we had the following results.
First, considering the asymmetry of the strength of interaction among users, an oscillation model on networks has been introduced for a directed graph of a specific class. In doing so, it became clear that the oscillation energy of each node gives an extension of the concept of node centricity. In addition, we have extended the oscillation model to a general directed graph, model "flaming" as a phenomenon of oscillation energy divergence, and clarified its countermeasure method.
Second, we have evaluated the load concentration such as the flash cloud occurring between the user and the server by experiment using the subject, and we have modeled by using the proposed oscillation model.

Free Research Field

情報ネットワーク