Group-based Yule model for bipartite author-paper networks

被引:24
作者
Goldstein, ML [1 ]
Morris, SA [1 ]
Yen, GG [1 ]
机构
[1] Oklahoma State Univ, Stillwater, OK 74078 USA
关键词
D O I
10.1103/PhysRevE.71.026108
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
This paper presents a model for author-paper networks, which is based on the assumption that authors are organized into groups and that, for each research topic, the number of papers published by a group is based on a success-breeds-success model. Collaboration between groups is modeled as random invitations from a group to an outside member. To analyze the model, a number of different metrics that can be obtained in author-paper networks were extracted. A simulation example shows that this model can effectively mimic the behavior of a real-world author-paper network, extracted from a collection of 900 journal papers in the field of complex networks.
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页数:6
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