Community structure;
heterogeneity;
higher-order interaction;
epidemic spreading;
DYNAMICS;
D O I:
10.1142/S0129183124501870
中图分类号:
TP39 [计算机的应用];
学科分类号:
081203 ;
0835 ;
摘要:
Real networks often exhibit community structures, while community networks often have heterogeneity. Group interactions beyond pairwise interactions can adequately characterize the high-order features in the propagation process. In this paper, we construct a community network with heterogeneity which can reflect the heterogeneity among communities. According to the proposed model, high-order interactions are introduced to study the impact of heterogeneity among communities and higher-order interactions on epidemic dynamics. It is shown that heterogeneity among communities and high-order interactions will have an impact on the propagation speed, propagation threshold and final propagation scale.
机构:
Cent European Univ, Dept Network & Data Sci, A-1100 Vienna, Austria
HUN REN Alfred Reny Inst Math, Natl Lab Hlth Secur, H-1053 Budapest, HungaryNortheastern Univ London, Network Sci Inst, London E1W 1LP, England
Karsai, Marton
Barrat, Alain
论文数: 0引用数: 0
h-index: 0
机构:
Aix Marseille Univ, Univ Toulon, Turing Ctr Living Syst, CPT,CNRS, Marseille, FranceNortheastern Univ London, Network Sci Inst, London E1W 1LP, England
机构:
Rochester Inst Technol, Golisano Coll & Informat Sci, Rochester, NY 14623 USARochester Inst Technol, Golisano Coll & Informat Sci, Rochester, NY 14623 USA
Kishan, K. C.
Li, Rui
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h-index: 0
机构:
Rochester Inst Technol, Golisano Coll & Informat Sci, Rochester, NY 14623 USARochester Inst Technol, Golisano Coll & Informat Sci, Rochester, NY 14623 USA
Li, Rui
Cui, Feng
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h-index: 0
机构:
Rochester Inst Technol, Thomas H Gosnell Sch Life Sci, Rochester, NY 14623 USARochester Inst Technol, Golisano Coll & Informat Sci, Rochester, NY 14623 USA
Cui, Feng
Haake, Anne R.
论文数: 0引用数: 0
h-index: 0
机构:
Rochester Inst Technol, Golisano Coll & Informat Sci, Rochester, NY 14623 USARochester Inst Technol, Golisano Coll & Informat Sci, Rochester, NY 14623 USA
机构:
City Univ Hong Kong, Dept Elect Engn, Hong Kong, Peoples R ChinaFudan Univ, Sch Comp Sci, Shanghai Key Lab Intelligent Informat Proc, Shanghai 200433, Peoples R China
机构:
Univ Calif San Diego, Sch Biol Sci, San Diego, CA 92093 USAUniv Calif San Diego, Sch Biol Sci, San Diego, CA 92093 USA
Morin, Manon A.
Morrison, Anneliese J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oregon, Dept Chem & Biochem, Eugene, OR USA
Univ Oregon, Inst Mol Biol, Eugene, OR USAUniv Calif San Diego, Sch Biol Sci, San Diego, CA 92093 USA
Morrison, Anneliese J.
Harms, Michael J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Oregon, Dept Chem & Biochem, Eugene, OR USA
Univ Oregon, Inst Mol Biol, Eugene, OR USAUniv Calif San Diego, Sch Biol Sci, San Diego, CA 92093 USA
Harms, Michael J.
Dutton, Rachel J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Sch Biol Sci, San Diego, CA 92093 USAUniv Calif San Diego, Sch Biol Sci, San Diego, CA 92093 USA
机构:
Univ Chicago, Comm Computat Neurosci, Chicago, IL 60637 USAUniv Chicago, Comm Computat Neurosci, Chicago, IL 60637 USA
Chambers, Brendan
MacLean, Jason N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Comm Computat Neurosci, Chicago, IL 60637 USA
Univ Chicago, Dept Neurobiol, Chicago, IL 60637 USAUniv Chicago, Comm Computat Neurosci, Chicago, IL 60637 USA