Algorithm Research & Explore
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App. Res. of Comp. Printed Article
Vol. 38, 2021 No. 6
1709-1717

Research of bankruptcy contagion model in multiplex network based on multiagent

Zhang Jinyu1,2
Xia Chenhui2
Gu Zheng1
1. School of Finance, Nanjing Audit University, Nanjing 211815, China
2. Software Institute, Nanjing University, Nanjing 210023, China
DOI: 10.19734/j.issn.1001-3695.2020.06.0162

Abstract

Having the issues of information diffusion in social networks and computing been intensively explored by many researchers, bankruptcy contagion, a special type of information diffusion in social networks, is especially a critical problem that attracts many researchers in the societal economy domain. However, existing financial communication studies usually only analyze communication behaviors based on single-layered interactions, ignoring the intersectionality of multiple social relationships between financial entities. Aiming at the problem above, this paper proposed a novel bankruptcy contagion framework for multiplex networks, which included the vertical composite multiplex network contagion model and the concurrent independent multiplex network contagion model, with the former focusing on the cross-layer influence among multiple social networks while having the latter on the independence and parallelism of a single-layer network. Furthermore, by setting different constraints, the experiment is set to compare and contrast the different infection effects between the two models. The result reveals of the experiment that the two models have different scopes in applications: the vertical combination multiplex network contagion model is more suitable for the environment with obvious correlations among varying social networks.

Foundation Support

国家自然科学基金资助项目(71971109,71201077,71701091)
CCF-腾讯犀牛鸟基金资助项目
国家教育部人文社会科学规划研究基金资助项目(17YJA790023)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2020.06.0162
Publish at: Application Research of Computers Printed Article, Vol. 38, 2021 No. 6
Section: Algorithm Research & Explore
Pages: 1709-1717
Serial Number: 1001-3695(2021)06-020-1709-09

Publish History

[2021-06-05] Printed Article

Cite This Article

张瑾玉, 夏晨辉, 谷政. 基于agent的多重社会网络中破产传染模型研究 [J]. 计算机应用研究, 2021, 38 (6): 1709-1717. (Zhang Jinyu, Xia Chenhui, Gu Zheng. Research of bankruptcy contagion model in multiplex network based on multiagent [J]. Application Research of Computers, 2021, 38 (6): 1709-1717. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.

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