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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.; Chen, XS (reprint author), Univ Chinese Acad Sci, Sch Phys Sci, Beijing 100049, Peoples R China.
Statistical properties of random clique networks
Source PublicationFRONTIERS OF PHYSICS
Language英语
KeywordComplex Networks Random Clique Networks Motifs Communicability
AbstractIn 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.
2017
Volume12Issue:5Pages:128909
Subject AreaPhysics
DOIhttp://dx.doi.org/10.1007/s11467-017-0682-x
Funding OrganizationChinese Academy of Sciences ; Chinese Academy of Sciences ; Chinese Academy of Sciences ; Chinese Academy of Sciences ; Open Foundation of the State Key Laboratory of Theoretical Physics [Y3KF321CJ1] ; Open Foundation of the State Key Laboratory of Theoretical Physics [Y3KF321CJ1] ; Open Foundation of the State Key Laboratory of Theoretical Physics [Y3KF321CJ1] ; Open Foundation of the State Key Laboratory of Theoretical Physics [Y3KF321CJ1] ; National Natural Science Foundation of China [10835005] ; National Natural Science Foundation of China [10835005] ; National Natural Science Foundation of China [10835005] ; National Natural Science Foundation of China [10835005]
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Document Type期刊论文
Identifierhttp://ir.itp.ac.cn/handle/311006/21961
Collection理论物理所科研产出_SCI论文
Corresponding AuthorYe, 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.; Chen, XS (reprint author), Univ Chinese Acad Sci, Sch Phys Sci, Beijing 100049, Peoples R China.
Recommended Citation
GB/T 7714
Ding, YM,Meng, J,Fan, JF,et al. Statistical properties of random clique networks[J]. FRONTIERS OF PHYSICS,2017,12(5):128909.
APA Ding, YM.,Meng, J.,Fan, JF.,Ye, FF.,Chen, XS.,...&Chen, XS .(2017).Statistical properties of random clique networks.FRONTIERS OF PHYSICS,12(5),128909.
MLA Ding, YM,et al."Statistical properties of random clique networks".FRONTIERS OF PHYSICS 12.5(2017):128909.
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