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Social Physics of the Blogosphere

Capturing, Analyzing and Presenting Interdependencies within a Single Framework

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Abstract

It was already shown on several occasions that it can be highly meaningful for individuals, institutions or even governments to find ways and measures in order to extract reliable and insightful trends, opinions or partic- ular pieces of information out of the blogosphere. However, it is increasingly difficult if not impossible for the average internet user and sympathizer of we blogs to grasp the blogosphere’s complexity as a whole, due to thousands of new weblogs and an almost uncountable number of new posts adding up to the before-mentioned collective on a daily basis. Mining, analyzing, mod- cling and presenting this vast pool of knowledge in one central framework to extract, exploit and represent meaningful knowledge for the common blog user forms the basis of this paper. The result of the corresponding long-term research initiative presented here is BLOGIXTELLIGEXCE. It is an inte- grated blog analysis framework with the objective to leverage content- and context-related structures and dynamics residing in the blogosphere and to make these findings available in an appropriate format to anyone interested. We hereafter refer to these structures and dynamics as social physics of the blogosphere.

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References

  1. S. Herring, L. Scheidt, S. Bonus, and E. Wright, “Bridging the gap: A genre analysis of weblogs,” Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS’04), 2004.

    Google Scholar 

  2. T. Smith, “Power to the People: Social Media Tracker Wave 3” Retrieved on Septem-ber, vol. 2, 2008.

    Google Scholar 

  3. J.F. Bross, A.E. Acar, P. Schilf, and C. Mcinel, “Spurring Design Thinking through Educational Weblogging” 2009 International Conference on Computational Science and Engineering, Ieee, 2009, pp. 903–908.

    Google Scholar 

  4. H. Kircher, “Web 2.0 — Plattform f’ ur Innovation” it — Information Technology, vol. 49, 2007, pp. 63–65.

    Google Scholar 

  5. J. Schmidt, Weblogs: cine kommunikationssoziologischc Studie, Uvk, 2006.

    Google Scholar 

  6. J.F. Bross, M. Quasthoff, S.M. Niven, and C. Mcinel, “Implementing a corporate weblog for SAP.”

    Google Scholar 

  7. J.F. Bross, M. Quasthoff, P. Berger, P. Hennig, and C. Meinel, “Mapping the blogo-sphere with rss-feeds” The IEEE 24th International Conference on Advanced Infor-mation Networking and Application, Perth, Australia: IEEE, 2010. 320

    Google Scholar 

  8. M. Rauner, „So tickt das Wir“ Spiegel Online, 2009, pp. 1–4.

    Google Scholar 

  9. J. Schr’oder, “Technorati ist tot, die blogcharts leben.” Deutsche Blogcharts (DBC), 2009.

    Google Scholar 

  10. M. Chau, J. Xu, J. Cao, P. Lam, and B. Shiu, “A Blog Mining Framework” IT Professional, vol. 11, 2009, pp. 36–41.

    Article  Google Scholar 

  11. C. Marlow, “Audience, structure and authority in the weblog community” Time, pp. 1–9.

    Google Scholar 

  12. S. Mintert and C. Leisegang, „Liebes Tagebuch …Sieben frei verfügbare Weblog-Systeme“ iX-Archiv, vol. 7, 2008, pp. 42–53.

    Google Scholar 

  13. L. Efimova, S. Hendrick, and A. Anjewierden, “Finding ‘the life between buildings’: An approach for defining a weblog community” Internet Research, vol. 6, 2005.

    Google Scholar 

  14. Q. Mei, C. Liu, H. Su, and C. Zhai, “A probabilistic approach to spatiotemporal theme pattern mining on wcblogs” Proceedings of the 15th international conference on World Wide Web — WWW’ 06, 2006, p. 533.

    Google Scholar 

  15. A. Aschenbrenner and S. Miksch, “Blog Mining in a Corporate Environment” 2005.

    Google Scholar 

  16. S. Herring, I. Kouper, J. Paolillo, L. Scheidt, M. Tyworth, P. Welsch, E. Wright, and N. Yu, “Conversations in the blogosphere: An analysis” from the bottom up” Pro-ceedings of the 38th Hawaii International Conference on System Sciences (HICSS’05), Ieee, 2005, pp. 107b–107b.

    Google Scholar 

  17. E. Adar and L.A. Adamic, “Tracking Information Epidemics in Blogspace” Web Intelligence, 2005.

    Google Scholar 

  18. D. Gruhl, R. Guha, D. Liben-Nowell, and A. Tomkins, “Information diffusion through blogspace” Proceedings of the 13th international conference on World Wide Web, ACM New York, NY, USA, 2004, p. 491–501.

    Google Scholar 

  19. A. Barabasi and E. Bonabeau, “Scale-free networks.” Scientific American, vol. 288, 2003, p. 50–9.

    Google Scholar 

  20. S. Arbesman, “The Memespread Project: An Initial Analysis of the contagious Nature of Information in Online Networks” 2004, pp. 1–9.

    Google Scholar 

  21. A. Anjewierden, R. de Hoog, R. Brussee, and L. Efimova, “Detecting knowledge flows in weblogs, 13th” International Conference on Conceptual Structures (ICCS, 2005, pp. 1–12.

    Google Scholar 

  22. Q. Mei, C. Liu, H. Su, and C. Zhai, “A probabilistic approach to spatiotemporal theme pattern mining on weblogs” Proceedings of the 15th international conference on World Wide Web — WWW’ 06, 2006, p. 533.

    Google Scholar 

  23. A. Chin and M. Chignell, “A social hypertext model for finding community in blogs” Conference on Hypertext and Hypermedia, 2006.

    Google Scholar 

  24. M. Chau and J. Xu, “Mining communities and their relationships in blogs: A study of online hate groups” International Journal of Human-Computer Studies, vol. 65, 2007, pp. 57–70.

    Google Scholar 

  25. M. Chau and J. Xu, “Studying Customer Groups from Blogs” fbc.hku.lik, pp. 850–856.

    Google Scholar 

  26. N. Glance, M. Hurst, K. Nigam, M. Siegler, R. Stockton, and T. Tomokiyo, “Analyzing online discussion for marketing intelligence” Special interest tracks and posters of the 14th international conference on World Wide Web-WWW’ 05, 2005, p. 1172.

    Google Scholar 

  27. S. Brin and L. Page, “The anatomy of a large-scale hypertextual Web search engine” Computer networks and ISDN systems, vol. 30, 1998, p. 107–117.

    Google Scholar 

  28. J. Kleinberg, “Authoritative sources in a hyperlinked environment” Journal of the ACM (JACM), vol. 46, 1999, p. 604–632.

    Article  MATH  MathSciNet  Google Scholar 

  29. B. Ulicnya, K. Baclawskia, and A. Magnusb, “New metrics for blog mining” au.af.mil, 2007.

    Google Scholar 

  30. A. Kritikopoulos, M. Sideri, and I. Varlamis, “BLOGRANK: Ranking on the blogo-sphere” Proceedings of the International Conference on Weblogs and Social Media (ICWSM 2007), Boulder, Colorado, USA: 2007, pp. 2–3.

    Google Scholar 

  31. M. Gregory, D. Payne, D. McColgin, N. Cramer, and D. Love, “Visual Analysis of Weblog Content” ICWSM’2007, Boulder, Colorado, USA: PNNL-SA-54063, Interna-tional Conference on Weblogs and Social Mcdia’07, Boulder, CO, United States (US)., 2007.

    Google Scholar 

  32. A. Qamra, B. Tseng, and E. Chang, “Mining blog stories using community-based and temporal clustering” Proceedings of the 15th ACM international conference on Information and knowledge management, ACM, 2006, p. 67.

    Google Scholar 

  33. L. Adamic and N. Glance, “The political blogosphere and the 2004 US election: divided they blog” Proceedings of the 3rd international workshop on Link discovery, ACM, 2005, p. 43.

    Google Scholar 

  34. G. Attardi and M. Simi, “Blog Mining through Opinionated Words” pp. 2–7.

    Google Scholar 

  35. C. Tauro, M.A. Pérez-Quinones, P. Isenhour, S. Ahuja, and A. Kavanaugh, “VizBlog: Discovering Conversations in the Blogosphere” Technology demonstration at Direc-tions and Implications of Advanced Computing-Conference on Online Deliberation, University of California, Berkeley, 2008.

    Google Scholar 

  36. F. Viégas and J. Donath, “Social network visualization: Can we go beyond the graph” Workshop on Social Networks, CSCW, Citeseer, 2004, p. 6–10.

    Google Scholar 

  37. T. Tirapat, C. Espiritu, and E. Stroulia, “Taking the Community’s Pulse, one Blog at a Time” cs.ualberta.ca, Palo Alto, California, USA ACM New York, NY, USA, 2006, pp. 169–176.

    Google Scholar 

  38. J. Sun, S. Papadimitriou, C. Lin, N. Cao, S. Liu, and W. Qian, “Multivis: Content-based social network exploration through multi-way visual analysis” Proc. SDM, 2009, p. 1063–1074.

    Google Scholar 

  39. J. Heer and D. Boyd, “Vizster: Visualizing online social networks” Proceedings of the 2005 IEEE Symposium on Information Visualization, 2005, p. 33–40.

    Google Scholar 

  40. J. Heer, S. Card, and J. Landay, “Prefuse: a toolkit for interactive information vi-sualization” Proceedings of the SIGCHI conference on Human factors in computing systems, ACM New York, NY, USA, 2005, p. 421–430.

    Google Scholar 

  41. Z. Shen, K. Ma, and T. Eliassi-Rad, “Visual analysis of large heterogeneous social networks by semantic and structural abstraction.” IEEE transactions on visualization and computer graphics, vol. 12, pp. 1427–39.

    Google Scholar 

  42. M. Trier, “Towards a Social Network Intelligence Tool for visual Analysis of Virtual Communication Networks” Virtuelle Organisationen und Neue Medien, K. Meissner and M. Engelicn, Dresden: TUDpress Verlag, 2006, pp. 331–342.

    Google Scholar 

  43. P. Gloor, R. Laubacher, Y. Zhao, and S.B. Dynes, “Temporal visualization and analysis of social networks” NAACSOS Conference, June, Citeseer, 2004, p. 27–29.

    Google Scholar 

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Bross, J., Richly, K., Schilf, P., Meinel, C. (2010). Social Physics of the Blogosphere. In: Memon, N., Alhajj, R. (eds) From Sociology to Computing in Social Networks. Springer, Vienna. https://doi.org/10.1007/978-3-7091-0294-7_16

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  • DOI: https://doi.org/10.1007/978-3-7091-0294-7_16

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  • Online ISBN: 978-3-7091-0294-7

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