Information spreading in context

Proceedings of the 20th International Conference on World Wide Web, WWW 2011

Volumn , Issue , 2011, Pages 735-744

  Wang, Dashun ^a,b   Wen, Zhen ^c   Tong, Hanghang ^c   Lin, Ching Yung ^c   Song, Chaoming ^a,b   Barabási, Albert László ^a,b,d  

^a NORTHEASTERN UNIVERSITY   (United States)

^b HARVARD UNIVERSITY   (United States)

^c IBM T J WATSON RESEARCH CENTER   (United States)

^d BRIGHAM AND WOMEN S HOSPITAL   (United States)

Author keywords

Context; Information spread; Network science; Social networks; Structure

Indexed keywords

COMMUNICATION PLATFORMS; CONTEXT; DATA SETS; HUMAN INTERACTIONS; INFORMATION FLOWS; INFORMATION SPREAD; NETWORK SCIENCE; ONLINE DOMAINS; ORGANIZATIONAL CONTEXT; PREDICTIVE MODELS; PRIVACY PRESERVING; SENSOR SYSTEMS; SIMPLE STOCHASTIC; SOCIAL NETWORKS;

STRUCTURE (COMPOSITION); WORLD WIDE WEB;

STOCHASTIC MODELS;

EID: 84860843148     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1963405.1963508     Document Type: Conference Paper

References (39)

1. L. Adamic and E. Adar. How to search a social network. Social Networks, 27(3):187 - 203, 2005.
2. E. Adar and L. A. Adamic. Tracking information epidemics in blogspace. In Web Intelligence, pages 207-214, 2005.
3. R. Albert and A.-L. Barabási. Statistical mechanics of complex networks. Reviews of modern physics, 74(1):47-97, 2002.
4. A.-L. Barabási. The origin of bursts and heavy tails in human dynamics. Nature, 435(7039):207-211, 2005.
5. A.-L. Barab́asi and R. Albert. Emergence of scaling in random networks. Science, 286(5439):509, 1999.
6. N. K. Baym, Y. B. Zhang, and M.-C. Lin. Social Interactions Across Media. New Media & Society, 6(3):299-318, 2004.
7. L. Briesemeister, P. Lincoln, and P. Porras. Epidemic profiles and defense of scale-free networks. WORM 2003, Oct. 27 2003.
8. G. Caldarelli. Scale-Free Networks. Oxford University Press, 2007.
9. A. Clauset, C. Shalizi, and M. Newman. Power-law distributions in empirical data. SIAM review, 51(4):661-703, 2009.
10. P. Domingos and M. Richardson. Mining the network value of customers. In KDD, pages 57-66, 2001.
11. H. Ebel, L.-I. Mielsch, and S. Bornholdt. Scale-free topology of e-mail networks. Phys. Rev. E, 66(3):035103, Sep 2002.
12. J.-P. Eckmann, E. Moses, and D. Sergi. Entropy of dialogues creates coherent structures in e-mail traffic. Proceedings of the National Academy of Sciences of the United States of America, 101(40):14333-14337, 2004.
13. B. Golub and M. Jackson. Using selection bias to explain the observed structure of Internet diffusions. Proceedings of the National Academy of Sciences, 107(24):10833, 2010.
14. R. Gould and R. Fernandez. Structures of mediation: A formal approach to brokerage in transaction networks. Sociological Methodology, 19(1989):89-126, 1989.
15. M. S. Granovetter. The strength of weak ties. The American Journal of Sociology, 78(6):1360-1380, May, 1973.
16. D. Gruhl, R. V. Guha, D. Liben-Nowell, and A. Tomkins. Information diffusion through blogspace. In WWW, pages 491-501, 2004.
17. T. Harris. The theory of branching processes. Dover Pubns, 2002.
18. H. W. Hethcote. The mathematics of infectious diseases. SIAM Review, 42:599-653, 2000.
19. J. L. Iribarren and E. Moro. Impact of human activity patterns on the dynamics of information diffusion. Phys. Rev. Lett., 103(3):038702, Jul 2009.
20. T. Karagiannis and M. Vojnovic. Behavioral profiles for advanced email features. In WWW, pages 711-720, 2009.
21. D. Kempe, J. M. Kleinberg, and É. Tardos. Maximizing the spread of influence through a social network. In KDD, pages 137-146, 2003.
22. G. Kossinets and D. J. Watts. Empirical Analysis of an Evolving Social Network. Science, 311(5757):88-90, 2006.
23. R. Kumar, M. Mahdian, and M. McGlohon. Dynamics of conversations. In KDD, pages 553-562, 2010.
24. R. Kumar, J. Novak, P. Raghavan, and A. Tomkins. On the bursty evolution of blogspace. In WWW, pages 159-178, 2005.
25. J. Leskovec, L. A. Adamic, and B. A. Huberman. The dynamics of viral marketing. In ACM/EC, pages 228-237, 2006.
26. J. Leskovec, M. McGlohon, C. Faloutsos, N. S. Glance, and M. Hurst. Patterns of cascading behavior in large blog graphs. In SDM, 2007.
27. D. Liben-Nowell and J. Kleinberg. Tracing information flow on a global scale using Internet chain-letter data. Proceedings of the National Academy of Sciences, 105(12):4633-4638, 2008.
28. H. Smith, Y. Rogers, and M. Brady. Managing one's social network: Does age make a difference. In In: Proc. Interact 2003, IOS, pages 551-558. Press, 2003.
29. M. A. Smith, J. Ubois, and B. M. Gross. Forward thinking. In CEAS, 2005.
30. D. Strang and S. A. Soule. Diffusion in organizations and social movements: From hybrid corn to poison pills. Annual Review of Sociology, 24(1):265-290, 1998.
31. H. Tong, B. A. Prakash, C. Tsourakakis, T. Eliassi-Rad, C. Faloutsos, and D. H. P. Chau. On the vulnerability of large graphs. In ICDM, 2010.
32. T. W. Valente. Network models of the diffusion of innovations. Computational & Mathematical Organization Theory, 2:163-164, 1996.
33. A. Vázquez, J. Oliveira, Z. Dezsö, K. Goh, I. Kondor, and A.-L. Barabási. Modeling bursts and heavy tails in human dynamics. Physical Review E, 73(3):36127, 2006.
34. Y. Wang, D. Chakrabarti, C. Wang, and C. Faloutsos. Epidemic spreading in real networks: An eigenvalue viewpoint. SRDS, 2003.
35. H. Watson and F. Galton. On the probability of the extinction of families. Journal of the Anthropological Institute of Great Britain and Ireland, pages 138-144, 1875.
36. B. Wellman. The Internet in Everyday Life (The Information Age). Blackwell Publishers, December 2002.
37. Z. Wen and C.-Y. Lin. On the quality of inferring interests from social neighbors. In KDD, pages 373-382, 2010.
38. F. Wu, B. A. Huberman, L. A. Adamic, and J. R. Tyler. Information flow in social groups. Physica A: Statistical and Theoretical Physics, 337(1-2):327 - 335, 2004.
39. L. Wu, C.-Y. Lin, S. Aral, and E. Brynjolfsson. Value of social network - a large-scale analysis on network structure impact to financial revenue of information technology consultants. In The Winter Conference on Business Intelligence, 2009.