Review of threshold theoretical analysis about epidemic spreading dynamics on complex networks

Ruiqi Li; Wei Wang; Panpan Shu; Hui Yang; Liming Pan; Aixiang Cui; Ming Tang

doi:10.13306/j.1672-3813.2016.01.001

Review of threshold theoretical analysis about epidemic spreading dynamics on complex networks

Ruiqi Li
, Wei Wang
, Panpan Shu
, Hui Yang
, Liming Pan
, Aixiang Cui
, Ming Tang

University of Electronic Science and Technology of China
Beijing Normal University

Research output: Contribution to journal › Review article › peer-review

24 Scopus citations

Abstract

In this Review, we mainly focus on solving the threshold theoretically, and introduce seven common methods, including Mean-Field theory, Pair-wise Approximation, Master equation, Generating Function, Edge Percolation, Cavity method, Edge Classification and Spectral analysis. We also summarize the difference of thresholds between the SIS and SIR model. We are aiming to provide a clear picture for beginners and a good reference for researchers.

Original language	English
Pages (from-to)	1-39
Number of pages	39
Journal	Complex Systems and Complexity Science
Volume	13
Issue number	1
DOIs	https://doi.org/10.13306/j.1672-3813.2016.01.001
State	Published - 1 Mar 2016
Externally published	Yes

Keywords

Complex networks
Epidemic spreading
Outbreak threshold
Theoretical analysis

Access to Document

10.13306/j.1672-3813.2016.01.001

Cite this

@article{8a522590ba154697b27ca00ccc473443,

title = "Review of threshold theoretical analysis about epidemic spreading dynamics on complex networks",

abstract = "In this Review, we mainly focus on solving the threshold theoretically, and introduce seven common methods, including Mean-Field theory, Pair-wise Approximation, Master equation, Generating Function, Edge Percolation, Cavity method, Edge Classification and Spectral analysis. We also summarize the difference of thresholds between the SIS and SIR model. We are aiming to provide a clear picture for beginners and a good reference for researchers.",

keywords = "Complex networks, Epidemic spreading, Outbreak threshold, Theoretical analysis",

author = "Ruiqi Li and Wei Wang and Panpan Shu and Hui Yang and Liming Pan and Aixiang Cui and Ming Tang",

year = "2016",

month = mar,

day = "1",

doi = "10.13306/j.1672-3813.2016.01.001",

language = "英语",

volume = "13",

pages = "1--39",

journal = "Complex Systems and Complexity Science",

issn = "1672-3813",

publisher = "fu za xi tong yu fu za xing ke xue bian ji bu",

number = "1",

}

TY - JOUR

T1 - Review of threshold theoretical analysis about epidemic spreading dynamics on complex networks

AU - Li, Ruiqi

AU - Wang, Wei

AU - Shu, Panpan

AU - Yang, Hui

AU - Pan, Liming

AU - Cui, Aixiang

AU - Tang, Ming

PY - 2016/3/1

Y1 - 2016/3/1

N2 - In this Review, we mainly focus on solving the threshold theoretically, and introduce seven common methods, including Mean-Field theory, Pair-wise Approximation, Master equation, Generating Function, Edge Percolation, Cavity method, Edge Classification and Spectral analysis. We also summarize the difference of thresholds between the SIS and SIR model. We are aiming to provide a clear picture for beginners and a good reference for researchers.

AB - In this Review, we mainly focus on solving the threshold theoretically, and introduce seven common methods, including Mean-Field theory, Pair-wise Approximation, Master equation, Generating Function, Edge Percolation, Cavity method, Edge Classification and Spectral analysis. We also summarize the difference of thresholds between the SIS and SIR model. We are aiming to provide a clear picture for beginners and a good reference for researchers.

KW - Complex networks

KW - Epidemic spreading

KW - Outbreak threshold

KW - Theoretical analysis

UR - https://www.scopus.com/pages/publications/85009154244

U2 - 10.13306/j.1672-3813.2016.01.001

DO - 10.13306/j.1672-3813.2016.01.001

M3 - 文献综述

AN - SCOPUS:85009154244

SN - 1672-3813

VL - 13

SP - 1

EP - 39

JO - Complex Systems and Complexity Science

JF - Complex Systems and Complexity Science

IS - 1

ER -

Review of threshold theoretical analysis about epidemic spreading dynamics on complex networks

Abstract

Keywords

Access to Document

Other files and links

Fingerprint

Cite this