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Title: Model and empirical study on some collaboration networks
Authors: Zhang, P.-P.;Kan, Chen;He, Y.;Zhou, T.;Su, B.-B.;Jin, Y.;Chang, H.;Zhou, Y.-P.;Sun, Li Cheng;Wang, B.-H.;He, D.-R.
Contributors: 經濟系
Keywords: Collaboration networks;Cooperation networks;Evolutionary mechanism;Stretched exponential distribution (SED);Food products;Mathematical models;Numerical analysis;Social aspects;Computer supported cooperative work
Date: 2006-01
Issue Date: 2015-07-21 15:50:58 (UTC+8)
Abstract: In this paper we present an empirical study of a few practical systems described by cooperation networks, and propose a model to understand the results obtained. We study four non-social systems, which are the Bus Route Networks of Beijing and Yangzhou, the Travel Route Network of China, Huai-Yang recipes of Chinese cooked food, and a social system, which is the Collaboration Network of Hollywood Actors. In order to explain the results related to the degree distribution, act-degree distribution and act-size distribution (especially about the degree distribution, which may be better fitted using a stretched exponential distribution (SED)), we suggest a simple model to show a possible evolutionary mechanism for the emergence of such networks. The analytic and numerical results obtained from the model are in good agreement with the empirical results. © 2005 Elsevier B.V. All rights reserved.
Relation: Physica A: Statistical Mechanics and its Applications, 360(2), 599-616
Data Type: article
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Appears in Collections:[經濟學系] 期刊論文

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