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체인지온 정재승

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출처 : itcnaus.net

출처 : itcnaus.net

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    체인지온 정재승 체인지온 정재승 Presentation Transcript

    • 자연과학자가 바라본 ‘Social Network’ KAIST 바이오및뇌공학과 정재승
    • Paul Erdos: Erdos Numbers
    • 케빈 베이컨의 여섯 단계 게임 (Six degrees of Kevin Bacon)
    • Kevin Bacon Game
    • Small world network Bullmore and Sporns, 2009
    • Scale-free network
    • Zipf’s Law George Zipf's 1949 observation that the frequency of words used in the English language followed a powerlaw distribution is a profound thing. It not only defined ‘Zipf's Law’, which gives a simple rule to explain why some words (e.g. the, of, and) are far more commonly used than others.
    • The scale-free nature of the web of sexual contacts. • They analyze data gathered in a 1996 Swedish survey of sexual behavior. The survey--involving a random sample of 4781 Swedish individuals (ages 18-74 yr)-- used structured personal interviews and questionnaires to collect information. • The response rate was 59 percent, corresponding to 2810 respondents. Connections in the network of sexual contacts appear and disappear as sexual relations are initiated and terminated. • To analyze the connectivity of this dynamic network, whose links may be quite short lived, we first analyze the number k of sex partners over a relatively short time window--the twelve months prior to the survey.
    • Preferential Attachment
    • Self-Organized Criticality: 1. Introduction : Self-Organization The origin of 1/f in the Brain - A process of attraction and repulsion in which the internal organization of a system, normally an open system, increases in complexity without being guided or managed by an outside source (From Wikipedia) - Typically displays Emergent Properties
    • Complex Systems • Nonlinear basic unit/individual • Nonlinear interactions among units • Complex and ordered structures • Intrinsic stochastic noises • Dynamical transition of the states • Rich phenomena: chaos, fractal, small-world effect, scale-free behavior, intermittency, bursting, and synchronization. • Dynamical adaptation! • Wake from your reverie “homeostasis and stability.” • Focus on the complexity of the system! • Only a short-term prediction is possible. • Interdisciplinary research will be more preferable and useful.
    • Complex dynamics of heart rate variability
    • Breakdown of a fractal physiological control mechanism can lead ultimately either to a highly periodic output dominated by a single scale or to uncorrelated randomness.
    • African Fractal
    • Hub and connectors vs. Weak ties
    • Collective Intelligence • 여러 사람들이 함께 문제를 해결하고, 서로 의견을 공유하며, 각자 자신 이 가진 것을 기여하고 참여하며, 서로 보완하는 정신 (참여, 공유, 개방).
    • Suggestions • Social network 은 complex systems 의 전형적인 예 중 하나 다. Complex network 의 창발성을 활용하자! • 공공캠페인을 위해 Worldwide Web, Blogosphere 등을 적극 적으로 활용하자! • Diffusion of Buzz: 매력적인 바이러스를 만들자! • ‘Information Cascade’를 이끌어내자! • 허브와 커넥터를 공략하자! • ‘약한 유대의 힘’을 활용하자! • 자발적인 참여, 공유, 개방을 활용하자!