Journal of Beijing University of Posts and Telecommunications

  • EI核心期刊

JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM ›› 2013, Vol. 36 ›› Issue (6): 50-54.doi: 10.13190/j.jbupt.2013.06.011

• Papers • Previous Articles     Next Articles

Analysison Sina Micro-Blogging Graded Emotional Behavior and Its Modeling and Simulation

ZHU Jiang, WANG Bai, WU Bin   

  1. School of Computer Science, Beijing University of Posts and Telecommunications, Beijing 100876, China
  • Received:2013-03-28 Online:2013-12-31 Published:2013-10-08

Abstract:

In order to study the social network users' emotional behavior, the massive sina micro-blogging data is graded by emotional stage, and the group emotional behavior is analyzed as well. An emotional stage posting model is established and model simulation is done. Analysis shows that the posting amount of users obeys power-law distribution at a certain emotional stage, and the exponent increases as the emotional stage tends to calm. Most of posts are peaceful when users express emotion through the micro-blogging, and the user participation rates will also decrease when the intense emotions need to be expressed. In the emotional stage posting model, the impact of the around emotional environmental factors of the poster is considered, and also the randomly changing of poster's own emotion. Finally the previous experiments are verified by model simulation.

Key words: emotional stage, group emotional behavior, power-law distribution

CLC Number: