Networks and emotion-driven user communities at popular blogs

European Physical Journal B

Volumn 77, Issue 4, 2010, Pages 597-609

  Mitrovic M ^a   Paltoglou, G ^b   Tadic B ^a  

^a JO EF STEFAN INSTITUTE   (Slovenia)

^b UNIVERSITY OF WOLVERHAMPTON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING SYSTEMS;

BIPARTITE GRAPHS; BIPARTITE NETWORK; MACHINE LEARNING METHODS; ON-LINE COMMUNICATION; SPECTRAL METHODS; TECHNO SOCIALS; USER COMMUNITIES; USER INTERACTION;

INTERNET;

EID: 79951969852     PISSN: 14346028     EISSN: 14346036     Source Type: Journal    
DOI: 10.1140/epjb/e2010-00279-x     Document Type: Article

References (53)

1. T. Berners-Lee, W. Hall, J. Hendler, N. Shadbolt, J. Weitzner, Science 313, 769 (2006)
2. D. Donato, S. Leonardi, S. Millozzi, P. Tsaparas, J. Phys. A 41, 224017 (2008)
3. B. Tadić, Physica A 293, 273 (2001)
4. J. Kleinberg, Communications of the ACM 51, 66 (2008)
5. A. Cho, Science 325, 406 (2009)
6. L. Adrianson, Computers in Human Behavior 17, 71 (2001)
7. C. Cattuto, A. Barrat, A. Baldassarri, G. Schehr, V. Loreto, PNAS 106, 10511 (2009)
8. M. Thelwall, A. Byrne, M. Goody, Information Research 12, 327 (2007)
9. G. Brumfiel, Nature 459, 1050 (2009)
10. T. Zhou, H.A.T. Kiet, B.J. Kim, B.H. Wang, P. Holme, EuroPhys. Lett. 82, 28002 (2008)
11. D. Derks, A.H. Fischer, A.E.R. Bos, Comput. Hum. Behav. 24, 766 (2008)
12. M. Thelwall, K. Buckley, G. Paltoglou, D. Cai, A. Kappas, J. Am. Soc. Inf. Sci. Technol. (in press), 2010
13. J.H. Fowler, N.A. Christakis, British Medicine Journal 337, a2338 (2008)
14. J. Bollen, A. Pepe, H. Mao, arXiv:0911.1583, 2009
15. F. Fu, L. Liu, K. Yang, L. Wang, The structure of selforganized blogosphere, arXiv:0607361, 2006
16. L. Liu, F. Fu, L. Wang, Information propagation and collective consensus in blogosphere: a game theoretical approach, in Web 2.0 - Eine empirische Bestandsaufnahme (Vieweg+Teubner Verlag, 2008), pp. 87-104
17. J. Leskovec, M. McGlohon, C. Faloutsos, N. Glance, M. Hurst, Cascading Behavior in Large Blog Graphs, in Proceedings of 7th SIAM International Conference on Data Mining (SDM) (2007), p. 2940613
18. Y. Sano, M. Takayasu, Macroscopic and microscopic statistical properties observed in blog entries, J. Economic Interaction and Coordination (2010)
19. M. Mitrović, B. Tadić, Eur. Phys. J. B 73, 293 (2009)
20. S. Boccaletti, V. Latora, Y. Moreno, M. Chavez, D.U. Hwang, Phys. Rep. 424, 175 (2006)
21. B. Tadić, G.J. Rodgers, S. Thurner, Int. J. Bifurc. Chaos 17, 2363 (2007)
22. J. Grujić, Lect. Notes Comput. Sci. 5102, 576 (2008)
23. J. Lorenz, Eur. Phys. J. B 71, 251 (2008)
24. R. Lambiotte, M. Ausloos, Phys. Rev. E 72, 066107 (2005)
25. R. Lambiotte, M. Ausloos, Eur. Phys. J. B 50, 183 (2006)
26. R. Crane, F. Schweitzer, D. Sornette, Phys. Rev. E 81, 056101 (2010)
27. P. Panzarasa, T. Opsahl, K. Carley, J. Am. Soc. Inf. Sci. Technol. 60, 911 (2009)
28. J. Grujić, M. Mitrović, B. Tadić, IEEE Xplore, 259 (2009)
29. T. Zhou, L. Jiang, R. Su, Y. Zhang, EuroPhys. Lett. 81, 58004 (2008)
30. B. Kujawski, J. Holyst, G. Rodgers, Phys. Rev. E 76, 036103 (2007)
31. L. Backstrom, D. Huttenlocher, J. Kleinberg, X. Lan, Group formation in large social networks: membership, growth, and evolution, in KDD '06: Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining (ACM, 2006), pp. 44-54
32. B. Fortuna, M. Grobelnik, D. Mladenic, Ontogen, http://ontogen.ijs.si/, 2008
33. P. Dodds, C. Danforth, Journal of Happiness Studies, 1389 (2009), ISSN 1389-4978 (Print) 1573-7780 (Online)
34. B. Pang, L. Lee, Opinion Mining and Sentiment Analysis (Now Publishers Inc, 2008)
35. M. Mitrović, B. Tadić, Phys. Rev. E 80, 026123 (2009)
36. V. Blondel, J.L. Guillaume, R. Lambiotte, E. Lefebvre, J. Stat. Mech. 2008, P10008 (2008)
37. S. Fortunato, Phys. Rep. 486, 75 (2010)
38. B. Bollobas, Modern Graph Theory (Springer, 1998)
39. C.D. Manning, P. Raghavan, H. Schütze, Introduction to Information Retrieval, 1st edn. (Cambridge University Press, 2008)
40. C.D. Manning, H. Schüetze, Foundations of Statistical Natural Language Processing, 1st edn. (The MIT Press, 1999)
41. I.H. Witten, T.C. Bell, IEEE Transactions on Information Theory 37, 1085 (1991)
42. C. Macdonald, I. Ounis, The TREC Blogs06 Collection: Creating and Analysing a Blog Test Collection, Technical report, Department of Computing Science, University of Glasgow, 2006
43. C. Macdonald, I. Ounis, I. Soboroff, Overview of the TREC-2008 blog track, in The Sixteenth Text REtrieval Conference (TREC 2008) Proceedings (2008)
44. A. Lancichinetti, S. Fortunato, Phys. Rev. E 80, 056117 (2009)
45. M. Mitrović, B. Tadić, Lect. Notes Comput. Sci. 5102, 551 (2008)
46. M. Rosvall, C. Bergstrom, PNAS 105, 1118 (2008)
47. A.N. Samukhin, S.N. Dorogovtsev, J.F.F. Mendes, Phys. Rev. E 77, 036115 (2008)
48. L. Donetti, M.A. Muñoz, J. Stat. Mech.: Theory and Experiment 10, P10012 (2004)
49. M. Mitrović, G. Paltoglou, B. Tadić, Quantitative analysis of bloggers colelctive behavior powered by emotions, in preparation, 2010
50. G. Grinstein, R. Linsker, Phys. Rev. E 77, 012101 (2008)
51. M. Mitrović, B. Tadić, Network automaton model of bursting emotional behavior on Blogs, preprint (2010)
52. D. Garcia, F. Schweitzer, Emotions in product reviews - Empirics and models, in preparation, 2010
53. D. Garcia, F. Schweitzer, Eur. Phys. J. B 77, 533 (2010)