Online social network popularity evolution: An additive mixture model

Proceedings - 2010 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2010

Volumn , Issue , 2010, Pages 346-350

  Thomas, Couronne ^a   Alina, Stoica ^b   Jean Samuel, Beuscart ^a  

^a ORANGE LABS   (France)

^b UNIVERSITÉ PARIS DESCARTES   (France)

Author keywords

Mixture model; Myspace; Online popularity dynamics; Social networks

Indexed keywords

ADDITIVE MIXTURE; MIXTURE MODEL; MYSPACE; ONLINE POPULARITY DYNAMICS; ONLINE SOCIAL NETWORKS; SOCIAL NETWORKING; SOCIAL NETWORKS;

BIOLOGY; ELECTRIC NETWORK ANALYSIS; MIXTURES;

SOCIAL NETWORKING (ONLINE);

EID: 77958193864     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASONAM.2010.48     Document Type: Conference Paper

References (17)

1. Halavais, A. (2008) Do Dugg Diggers Digg Diligently, procedings aoir 2008.
2. Huberman, B.A., Romero, D.M., Wu, F. 2008. "Crowdsourcing, Attention and Productivity", arXiv:0809.3030v1.
3. Wazik, B.2009. And Then There's This. How Stories live and die in viral culture.Viking, new-york edition.
4. Anderson, C. 2006. The Long Tail: How the Future of Business is Selling Less of More, New York, Hyperion Books;.
5. Cha, M., Harwoon, K., Rodriguez, P., Ahn, Y.Y., Moon, S. 2007. "I Tube, You Tube, Everybody Tubes: Analysing the World's Largest User Generated Content Video System", In IMC'07.
6. Szabo, G., and Huberman, B.A.2008.Predicting the popularity of online content. CoRR abs/0811.0405.
7. Cha, M.;Mislove, A. andGummadi, P.K.2009.A measurement-driven analysis of information propagation in the flickr social network.In WWW, 721-730.
8. Herring, S.C., Kouper, I., Paolillo, J.C., Scheidt, L.A, Tyworth, M., Welsch., P., Wright, E., Yu, N. 2005. "Conversations in the Blogosphere: An Analysis "From the Bottom Up". In HICS.
9. Merton, R.K.1968.The matthew effect in science. Science 159(3810):56-63.
10. Mislove, A.;Koppula, H.S.;Gummadi, K.P.;Druschel, P.;and Bhattacharjee, B.2008.Growth of the flickr social network.In WOSP'08: first workshop on Online social networks, 25- 30.NewYork, NY, USAACM.
11. Beuscart, J., Couronne, T.2009. The distribution of online reputation.In ICWSM'09.
12. Stoica, a., Couronne, T., Beuscart J.S., 2010, To be a star is not only metaphoric: from popularity to social linkage. In ICWSM 2010.
13. Dempster, A. P., Laird, N. M., & Rubin, D. B. (1977). Maximum Likelihood from Incomplete Data via the EM algorithm. Journal of the Royal Statistical Society, series B, 39(1), 1-38.
14. Hastie, T., Tibshirani, R., & Friedman, J. (2001). The Elements of Statistical Learning: Data Mining, Inference, and Prediction. New York: Springer.
15. Schwarz, G. (1978). Estimating the Dimension of a Model. Annals of Statistics, 6(2), 461-464.
16. Keribin, C. (2000). Consistent estimation of the order of mixture. The Indian Journal of Statistics (Sankhya), Series A, 62, 49-66.
17. Stoica, A., and Prieur, C. 2009.Structure of neighborhoods in a large social network.In The 2009 IEEE International Conference on Social Computing.