Intertemporal topic correlations in online media: A comparative study on weblogs and news websites

ICWSM 2007 - International Conference on Weblogs and Social Media

Volumn , Issue , 2007, Pages

  Cointet, Jean Philippe ^a   Faure, Emmanuel ^a   Roth, Camille ^b  

^a Centre de Recherche en Epistemologie Appliquee Ecole Polytechnique   (France)

^b UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

Behavioural patterns; Causal state machines; Document mining; Dynamic categorization; Hidden Markov models; Social cognition; Temporal correlation detection; Weblog communities

Indexed keywords

BEHAVIOURAL PATTERNS; DOCUMENT MINING; SOCIAL COGNITION; STATE MACHINE; TEMPORAL CORRELATIONS;

HIDDEN MARKOV MODELS; INTERNET; PROBABILITY DISTRIBUTIONS;

SOCIAL NETWORKING (ONLINE);

EID: 84893368482     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. E. Adar, L. Zhang, L. A. Adamic, and R. M. Lukose. Implicit structure and the dynamics of blogspace. In Workshop on Weblogging Ecosystem, 13th WWW, 2004.
2. J. P. Crutchfield and J. Young. Inferring statistical complexity. PRL, 63(2):105-108, 1989.
3. D. Gruhl, R. Guha, R. Kumar, J. Novak, and A. Tomkins. The predictive power of online chatter. In 11th ACM SIGKDD, pages 78-87. ACM Press, 2005.
4. D. Gruhl, R. Guha, D. Liben-Nowell, and A. Tomkins. Information diffusion through blogspace. In Proceedings of WWW2004, NYC, NY, USA, May 17-22 2004.
5. S. C. Herring, I. Kouper, J. C. Paolillo, L. A. Scheidt, M. Tyworth, P. Welsch, E. Wright, and N. Yu. Conversations in the blogosphere: An analysis "from the bottom up". In Proceedings of HICSS-38, 2005.
6. M. Hindman, K. Tsioutsiouliklis, and J. A. Johnson. Googlearchy: How a few heavily-linked sites dominate politics on the web. In Annual Meeting of the Midwest Political Science Association, 2003.
7. K. Klinkner, C. Shalizi, and M. Camperi. Measuring shared information and coordinated activity in neuronal networks. In Y. Weiss, B. Scḧolkopf, and J. Platt, editors, Advances in Neural Information Processing Systems 18, pages 667-674. MIT Press, Cambridge, MA, 2006.
8. L. Lloyd, P. Kaulgud, and S. Skiena. Newspapers vs. blogs: Who gets the scoop? In AAAI Spring Symposium on Computational Approaches to Analyzing Weblogs(AAAI-CAAW), Palo Alto, CA, 2006.
9. G. Salton, A. Wong, and C. S. Yang. Vector space model for automatic indexing. Communications of the ACM, 18(11):613-620, 1975.
10. C. R. Shalizi. Causal Architecture, Complexity and Self-Organization in Time Series and Cellular Automata. PhD thesis, University of Wisconsin at Madison, U.S.A., 2001. Chap. 11.
11. C. R. Shalizi and K. L. Shalizi. Blind construction of optimal non-linear recursive predictors for discrete sequences. In M. Chickering and J. Halpern, editors, Uncertainty in Artificial Intelligence: Proceedings of the 20th Conference, pages 504-511, 2004.