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Agent-Based Modeling of Netizen Groups in Chinese Internet Events

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Intelligence and Security Informatics (PAISI 2011)

Part of the book series: Lecture Notes in Computer Science ((LNSC,volume 6749))

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Abstract

Internet events are public events with the participation of netizens to express their opinions or comments. As an emerging phenomenon, Internet events often draw nationwide attention and eventually influence offline events. Netizen groups who participate in the Internet events play a central role in such events. In this paper, we focus on the study of netizen groups and propose an agent-based model to capture their dynamics and evolvement in Internet events. Our experiment is based on two case studies of Chinese Internet events. We test the proposed model by running simulations and comparing experimental results with real social media data to show the effectiveness of our model.

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References

  1. Grimm, V., Revilla, E., Berger, U., et al.: Pattern-Oriented Modeling of Agent-based Complex Systems: Lessons from Ecology. Science 310(5750), 987–991 (2005)

    Article  Google Scholar 

  2. Kaiser, J.: BIODEFENSE: Senate Bill Would Alter Biosafety, Select Agent Rules. Science 320(5883), 1573–1573 (2008)

    Article  Google Scholar 

  3. Zacharias, G., MacMillan, J., Van Hemel, S.B.: Behavioral Modeling and Simulation: From Individuals to Societies. The National Academies Press, Washington, DC (2008)

    Google Scholar 

  4. Jiang, M.: Chinese Internet Events. In: The Internet in China: Online Business, Information, Distribution and Social Connectivity. Berkshire Publishing, New York (2010)

    Google Scholar 

  5. Synutra event (2010), http://www.bbc.co.uk/news/world-asia-pacific-10978702

  6. 360 v. QQ (2010), http://en.wikipedia.org/wiki/360_v._Tencent

  7. Hughes, A.L., Palen, L., Sutton, J., et al.: Site-seeing in Disaster: An Examination of On-line Social Convergence. In: Proceedings of the 5th International ISCRAM Conference, Washington, USA (2008)

    Google Scholar 

  8. Sutton, J., Palen, L., Shklovski, I.: Backchannels on the Front Lines: Emergent Uses of Social Media in the 2007 Southern California Wildfires. In: Proceedings of the 5th International ISCRAM Conference, Washington, USA, pp. 624–632 (2008)

    Google Scholar 

  9. Vieweg, S., Palen, L., Liu, S.B., et al.: Collective Intelligence in Disaster: Examination of the Phenomenon in the Aftermath of the 2007 Virginia Tech Shooting. In: Proceedings of the 5th International ISCRAM Conference, Washington, USA, pp. 44–54 (2008)

    Google Scholar 

  10. Blood, R.: How Blogging Software Reshapes the Online Community. Communication of the ACM 47(12), 53–55 (2004)

    Article  Google Scholar 

  11. Zhang, H., Giles, C.L., Foley, H.C., et al.: Probabilistic Community Discovery using Hierarchical Latent Gaussian Mixture Model. In: Proceedings of the 22nd National Conference on Artificial Intelligence, Vancouver, British Columbia, Canada (2007)

    Google Scholar 

  12. Golbeck, J., Parsia, B., Hendler, J.: Trust Networks on the Semantic Web. In: Proceedings of Cooperative Intelligent Agents, Helsinki, Finland (2003)

    Google Scholar 

  13. Lim, E.P., Vuong, B.Q., Lauw, H.W., et al.: Measuring Qualities of Articles Contributed by Online Communities. In: Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence, Hong Kong, pp. 81–87 (2006)

    Google Scholar 

  14. Wang, F.-Y., Zeng, D., Hendler, J.A., et al.: A Study of the Human Flesh Search Engine: Crowd-Powered Expansion of Online Knowledge. Computer 43(8), 45–53 (2010)

    Article  Google Scholar 

  15. Nolker, R.D., Zhou, L.: Social Computing and Weighting to Identify Member Roles in Online Communities. In: Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence, Washington, DC, USA (2005)

    Google Scholar 

  16. Niu, X.: Psychological Effects Analysis of the Dissemination of Internet Hot Events. Chinese Journal of Voice and Screen World 2009(1), 36–38 (2009)

    Google Scholar 

  17. Chen, Y., Yu, J.: Mechanisms of Mass Emergency’s Occurrence, Response, and Prevention, and Public Opinion. Journal of Social Science Review 21(7), 135–137 (2006)

    Google Scholar 

  18. Plutchik, R.: The Nature of Emotions. American Scientist 89(4), 344–350 (2001)

    Article  Google Scholar 

  19. Collier, N.: Repast: An Extensible Framework for Agent Simulation. The University of Chicago’s Social Science Research (2003)

    Google Scholar 

  20. Zhang, C., Zeng, D., Li, J., et al.: Sentiment Analysis of Chinese Documents: From Sentence to Document Level. Journal of the American Society for Information Science and Technology (JASIST) 60(12), 2474–2487 (2009)

    Article  Google Scholar 

  21. Wang, F.-Y., Carley, K.M., Zeng, D., et al.: Social computing: from social informatics to Social Intelligence. IEEE Intelligent Systems 2(22), 79–83 (2007)

    Article  Google Scholar 

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Tan, Z., Li, X., Mao, W. (2011). Agent-Based Modeling of Netizen Groups in Chinese Internet Events. In: Chau, M., Wang, G.A., Zheng, X., Chen, H., Zeng, D., Mao, W. (eds) Intelligence and Security Informatics. PAISI 2011. Lecture Notes in Computer Science, vol 6749. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-22039-5_5

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  • DOI: https://doi.org/10.1007/978-3-642-22039-5_5

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-22038-8

  • Online ISBN: 978-3-642-22039-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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