Learning the nature of information in social networks

ICWSM 2012 - Proceedings of the 6th International AAAI Conference on Weblogs and Social Media

Volumn , Issue , 2012, Pages 2-9

  Agrawal, Rakesh ^a   Potamias, Michalis ^b   Terzi, Evimaria ^c  

^a MICROSOFT RESEARCH   (United States)

^b GROUPON INC   (United States)

^c BOSTON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ENDOGENEITY; INFORMATION ITEMS; ITEM-BASED; SYNTHETIC AND REAL DATA; TWO PARAMETER; UNDERLYING NETWORKS;

SOCIAL NETWORKING (ONLINE);

EID: 84876179836     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. Anagnostopoulos, A.; Brova, G.; and Terzi, E. 2011. Peer and authority pressure in information-propagation models. In ECML/PKDD (1), 76-91.
2. Anagnostopoulos, A.; Kumar, R.; and Mahdian, M. 2008. Influence and correlation in social networks. In KDD.
3. Aral, S.; Muchnik, L.; and Sundararajan, A. 2009. Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks. PNAS 106(51).
4. Barabási, A.-L., and Albert, R. 1999. Emergence of scaling in random networks. Science 286.
5. Christakis, N., and Fowler, J. 2010. Connected: The surprising power of our social networks and how they shape our lives. Back Bay Books.
6. Goldenberg, J.; Libai, B.; and Muller, E. 2001. Talk of the network: A complex systems look at the underlying process of word-of- mouth. Marketing Letters 12(3).
7. Gomez-Rodriguez, M.; Leskovec, J.; and Krause, A. 2010. Inferring networks of diffusion and influence.
8. Goyal, A.; Bonchi, F.; and Lakshmanan, L. 2010. Learning influence probabilities in social networks. In WSDM.
9. Gruhl, D.; Guha, R.; Liben-Nowell, R.; and Tomkins, A. 2004. Information diffusion through blogspace. In WWW.
10. Kempe, D.; Kleinberg, J.; and É.Tardos. 2005. Influential nodes in a diffusion model for social networks. In ICALP.
11. Kempe, D.; Kleinberg, J.; and Tardos, E. 2003. Maximizing the spread of influence through a social network. In KDD.
12. Lappas, T.; Terzi, E.; Gunopoulos, D.; andMannila, H. 2010. Finding effectors in social networks. In KDD.
13. Leskovec, J.; Backstrom, L.; and Kleinberg, J. 2009. Memetracking and the dynamics of the news cycle. In KDD.
14. Leskovec, J.; Krause, A.; Guestrin, C.; Faloutsos, C.; VanBriesen, J. M.; and Glance, N. 2007. Cost-effective outbreak detection in networks. In KDD.
15. Mannila, H., and Terzi, E. 2009. Finding links and initiators: A graph-reconstruction problem. In SDM.
16. Mathioudakis, M.; Koudas, N.; and Marback, P. 2010. Early online identification of attention gathering items in social media. In WSDM.
17. Onnela, J.-P., and Reed-Tsochas, F. 2010. Spontaneous emergence of social influence in online systems. PNAS.
18. Ypma, T. 1995. Historical development of the Newton-Raphson method. SIAM Rev. 37(4).