The behavior propagation and confrontation competition model based on information energy

Author:

Dang Zhongkai1,Li Lixiang2ORCID,Peng Haipeng2,Zhang Jiaxuan2

Affiliation:

1. Information Security Center, State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876, P. R. China

2. National Engineering Laboratory for Disaster Backup and Recovery, Beijing University of Posts and Telecommunications, Beijing 100876, P. R. China

Abstract

In recent years, the influence of group behavior on individual behavior has been widely concerned by people. This paper takes the propagation of behavior-related information as the influencing medium, constructs the behavior propagation and confrontation competition model based on information energy, and studies the propagation of single behavior and confrontation behaviors in the network. In the model, the behavioral information energy on nodes is related to the information edge weight and the length of the reachable path between nodes, and we quantify the propagation probability of behaviors and the competition probability between the confrontation behaviors by the behavioral information energy. Through modeling and analyzing the change of node motivation and the behavior propagation rule, we carry out the simulation in small-world network and BA scale-free network, respectively. Experimental results show that the information energy has a promoting effect on the propagation of behaviors, and the behaviors that erupt in the network generally have an important information dissemination basis in the early stage and may be promoted by relevant information in the later stage. An open and tightly connected network environment is easier to promote the large-scale propagation of a new behavior. In addition, when two kinds of confrontation behaviors occur in the crowd network, the propagation of behavior-related information and the maintenance of people’s interest in the behavior are the key to the success of the behavioral competition.

Funder

national key research and development program of china

national natural science foundation of china

the 111 project

the bupt excellent ph.d students foundation

Publisher

World Scientific Pub Co Pte Ltd

Subject

Condensed Matter Physics,Statistical and Nonlinear Physics

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