An Efficient Critical Incident Propagation Model for Social Networks Based on Trust Factor

XiaoMing Li; Limengzi Yuan; ChaoChao Liu; Wei Yu; Xue Chen; Guangquan Xu

Collaborative Computing: Networking, Applications and Worksharing. 13th International Conference, CollaborateCom 2017, Edinburgh, UK, December 11–13, 2017, Proceedings

Research Article

An Efficient Critical Incident Propagation Model for Social Networks Based on Trust Factor

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@INPROCEEDINGS{10.1007/978-3-030-00916-8_39,
    author={XiaoMing Li and Limengzi Yuan and ChaoChao Liu and Wei Yu and Xue Chen and Guangquan Xu},
    title={An Efficient Critical Incident Propagation Model for Social Networks Based on Trust Factor},
    proceedings={Collaborative Computing: Networking, Applications and Worksharing. 13th International Conference, CollaborateCom 2017, Edinburgh, UK, December 11--13, 2017, Proceedings},
    proceedings_a={COLLABORATECOM},
    year={2018},
    month={10},
    keywords={Trust factor Cps Social networks Incident propagation},
    doi={10.1007/978-3-030-00916-8_39}
}

XiaoMing Li
Limengzi Yuan
ChaoChao Liu
Wei Yu
Xue Chen
Guangquan Xu
Year: 2018
An Efficient Critical Incident Propagation Model for Social Networks Based on Trust Factor
COLLABORATECOM
Springer
DOI: 10.1007/978-3-030-00916-8_39

XiaoMing Li^,*, Limengzi Yuan¹^,*, ChaoChao Liu¹^,*, Wei Yu¹^,*, Xue Chen¹^,*, Guangquan Xu¹^,*

1: Tianjin University

*Contact email: lxm696@163.com, ylmz@tju.edu.cn, chaochaoliu@tju.edu.cn, weiyu@tju.edu.cn, xuechen@tju.edu.cn, losin@tju.edu.cn

Abstract

Studying patterns of social behavior among users based on micro blogs, QQ posts, and comments is essential to understanding the information propagation process during critical incidents. A common problem of information propagation models based on epidemic dynamics is that they regard the probability of information being propagated successfully across different nodes as a constant. But in real-world scenarios, infection probability varies depending on the trust relationship between people. In this paper, a novel information propagation model for critical incidents is proposed that takes into account the trust factor based on information propagation theory.

Keywords: Trust factor Cps Social networks Incident propagation

Published: 2018-10-17
Appears in: SpringerLink

: http://dx.doi.org/10.1007/978-3-030-00916-8_39