Statistical properties of random clique networks
文献类型：期刊论文
| 作者 | Chen, XS (reprint author), Univ Chinese Acad Sci, Sch Phys Sci, Beijing 100049, Peoples R China.; Ding, YM; Meng, J; Fan, JF; Ye, FF; Chen, XS ; Chen, XS (reprint author), Chinese Acad Sci, Inst Theoret Phys, Key Lab Theoret Phys, POB 2735, Beijing 100190, Peoples R China.; Ye, FF (reprint author), Chinese Acad Sci, Inst Phys, Key Lab Soft Matter Phys, Beijing Natl Lab Condensed Matter Phys, Beijing 100190, Peoples R China.
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| 刊名 | FRONTIERS OF PHYSICS
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| 出版日期 | 2017 |
| 卷号 | 12期号:5页码:128909 |
| 关键词 | Complex Networks Random Clique Networks Motifs Communicability |
| DOI | http://dx.doi.org/10.1007/s11467-017-0682-x |
| 英文摘要 | In this paper, a random clique network model to mimic the large clustering coefficient and the modular structure that exist in many real complex networks, such as social networks, artificial networks, and protein interaction networks, is introduced by combining the random selection rule of the Erdos and Renyi (ER) model and the concept of cliques. We find that random clique networks having a small average degree differ from the ER network in that they have a large clustering coefficient and a power law clustering spectrum, while networks having a high average degree have similar properties as the ER model. In addition, we find that the relation between the clustering coefficient and the average degree shows a non-monotonic behavior and that the degree distributions can be fit by multiple Poisson curves; we explain the origin of such novel behaviors and degree distributions. |
| 学科主题 | Physics |
| 语种 | 英语 |
| 源URL | [http://ir.itp.ac.cn/handle/311006/21961]  |
| 专题 | 理论物理研究所_理论物理所1978-2010年知识产出 |
| 通讯作者 | Chen, XS (reprint author), Univ Chinese Acad Sci, Sch Phys Sci, Beijing 100049, Peoples R China.; Ye, FF; Chen, XS (reprint author), Chinese Acad Sci, Inst Theoret Phys, Key Lab Theoret Phys, POB 2735, Beijing 100190, Peoples R China.; Ye, FF (reprint author), Chinese Acad Sci, Inst Phys, Key Lab Soft Matter Phys, Beijing Natl Lab Condensed Matter Phys, Beijing 100190, Peoples R China. |
| 推荐引用方式 GB/T 7714 | Chen, XS ,Ding, YM,Meng, J,et al. Statistical properties of random clique networks[J]. FRONTIERS OF PHYSICS,2017,12(5):128909. |
| APA | Chen, XS .,Ding, YM.,Meng, J.,Fan, JF.,Ye, FF.,...&Ye, FF .(2017).Statistical properties of random clique networks.FRONTIERS OF PHYSICS,12(5),128909. |
| MLA | Chen, XS ,et al."Statistical properties of random clique networks".FRONTIERS OF PHYSICS 12.5(2017):128909. |
入库方式： OAI收割
来源：理论物理研究所
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