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Analysis, Modeling, and Control of Dynamic Processes in Networks

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자료유형학위논문
서명/저자사항Analysis, Modeling, and Control of Dynamic Processes in Networks.
개인저자Amelkin, Victor.
단체저자명University of California, Santa Barbara. Computer Science.
발행사항[S.l.]: University of California, Santa Barbara., 2018.
발행사항Ann Arbor: ProQuest Dissertations & Theses, 2018.
형태사항182 p.
기본자료 저록Dissertation Abstracts International 80-02B(E).
Dissertation Abstract International
ISBN9780438417359
학위논문주기Thesis (Ph.D.)--University of California, Santa Barbara, 2018.
일반주기 Source: Dissertation Abstracts International, Volume: 80-02(E), Section: B.
Adviser: Ambuj K. Singh.
요약Dynamic network processes have surrounded people for millennia. Information spread through social networks, alliance formation in financial and organizational networks, heat diffusion through material networks, and distributed synchronization in
요약The first part of the thesis is dedicated to the design of a method for model-driven analysis of a polar opinion formation process in social networks. The core of the method is a distance measure quantifying the likelihood of a social network's
요약In the second part of the thesis, I focus on designing a model for polar opinion formation in social networks, and define a class of non-linear models that capture the dependence of the users' opinion formation behavior upon the opinions themsel
요약The third part of the thesis targets the problem of defense against social control. While the existing socio-psychological theories as well as influence maximization techniques expose the opinion formation process in social networks to external
일반주제명Computer science.
Computer engineering.
언어영어
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