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논문검색

Network Characteristics Analysis of Microblog Public Opinion

초록

영어

This paper uses public opinion propagation structure of Sina microblog as research object, it sets up simulation model of public opinion propagation structures based on complex network theory. Through the analysis of the degree distribution, clustering coefficient and community structure of the model, the validity of the model has been well confirmed. The paper also conducts research and analysis towards propagation quantity of the hot topic within 800 well-known spread microblog from 2013 to 2015, the paper establishes a community structure, through the simulation and demonstration of the community structure, it declares the community structure characteristic under the complex network environment.

목차

Abstract
 1. Introduction
 2. Theory of Complex Network
  2.1. Basic Concept
  2.2. Average Degree and Degree Distribution
  2.3. Average Path Length
  2.4. Clustering Coefficient
  2.5. Betweenness
  2.6. Community Structure
 3. Construction of the Demonstration Network
  3.1. Data Collection
  3.2. Data Reduction
 4. Analysis of the Demonstration Network
  4.1. Degree Distribution
  4.2. Clustering Coefficient
  4.3. Community Structure
 5. Conclusion
 References

저자정보

  • Lirong Qiu School of Information Engineering, Minzu University of China
  • Jie Li School of Information Engineering, Minzu University of China
  • Zhen Hai Zhang School of Information and Electrical Engineering, LuDong University
  • Yi Lei Wang School of Information and Electrical Engineering, LuDong University

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