Group dynamics in discussing incidental topics over online social networks

IEEE Network

Volumn 24, Issue 6, 2010, Pages 42-47

  Zhou, Yadong ^a   Guan, Xiaohong ^b   Zheng, Qinghua ^a   Sun, Qindong ^c   Zhao, Junzhou ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

^b TSINGHUA UNIVERSITY   (China)

^c XI'AN UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DYNAMIC CHARACTERISTICS; EMPIRICAL RESULTS; GROUP DYNAMICS; HEAVY-TAILED DISTRIBUTION; NEW MODEL; ONLINE SOCIAL NETWORKS; PARAMETRIC METHOD; SIR MODEL; TIME-SCALES;

DYNAMICS; FORECASTING;

SOCIAL NETWORKING (ONLINE);

EID: 78349251731     PISSN: 08908044     EISSN: None     Source Type: Journal    
DOI: 10.1109/MNET.2010.5634442     Document Type: Article

References (14)

1. [I] D. Kempe, J. Kleinberg, and E. Tardos, "Maximizing the Spread of Influence through a Social Network," Proc. 9th ACM SIGKDD Int'l. Conf. Knowledge Discovery & Data Mining, 2003, pp. 137-46.
2. D. Gruhl, R. Guha, and R. Kumar, "The Predictive Power of Online Chatter," Proc. 11th ACM SIGKDD Int'l. Conf. Knowledge Discovery & Data Mining, 2005, pp. 78-87.
3. X. Song, Y. Chi, and K. Hino, "Information Flow Modeling Based on Diffusion Rate for Prediction and Ranking," Proc. 16th Int'l. Conf. World Wide Web, 2007, pp. 191-200.
4. D. Gruhl et al., "Information Diffusion through Blogspace," Int'l. Conf. World Wide Web, 2004, pp. 491-501.
5. Y. Zhou et al., "Predicting the Tendency of Topic Discussion on the Online Social Networks Using a Dynamic Probability Model," WebScience '08, 2008, pp. 7-11.
6. J. Leskovec, L. Backstrom, and J. Kleinberg, "Meme-Tracking and the Dynamics of the News Cycle," Proc. 15th ACM SIGKDD Int'l. Conf. Knowledge Discovery & Data Mining, 2009, pp. 497-506.
7. R. Pastor-Satorras and A. Vespignani, "Epidemic Spreading in Scale-Free Networks," Physical Rev. Letters, vol. 86, no. 14, 2001, pp. 3200-3.
8. Y. Moreno, J. B. Gómez, and A. F. Pacheco, "Epidemic Incidence in Correlated Complex Networks," Physical Rev. E, vol. 68, no. 3, 2003.
9. Y. Moreno, M. Nekovee, and A. F. Pacheco, "Dynamics of Rumor Spreading in Complex Networks," Physical Rev. E, vol. 69, no. 6, 2004.
10. S. I. Resnick, Heavy-Tail Phenomena: Probabilistic and Statistical Modeling, Springer, 2007.
11. [II] A. L. Barabási and R. Albert, "Emergence of Scaling in Random Networks," Science, vol. 286, 1999, pp. 509-12.
12. F. Chung et al., "Duplication Models for Biological Networks," J. Comp. Biology, vol. 10, no. 5, 2003, pp. 677-87.
13. Y. Zhou et al., "Analyzing Group Dynamics for Incidental Topics in Online Social Networks," 8th World Cong. Intelligent Control Automation, 2010, pp. 1941-46.
14. S. Dowdy and S. Wearden, Statistics for Research, 2nd ed., Wiley-Inter-science, 1991.