Event analytics via social media

MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops - ACM Workshop on Social Behavioural Networked Media Access 2011, SBNMA'11

Volumn , Issue , 2011, Pages 39-44

  Hu, Yuheng ^a   John, Ajita ^a   Seligmann, Doree Duncan ^a  

^a AVAYA LABS RESEARCH   (United States)

Author keywords

Event analytics; Joint speech twitter model; Latent dirichlet allocation; Social media; Twitter

Indexed keywords

ANALYTICAL METHOD; EVENT ANALYTICS; LATENT DIRICHLET ALLOCATION; MIDDLE EAST; SOCIAL MEDIA; STATISTICAL MODELS; TWITTER;

STATISTICS;

SOCIAL NETWORKING (ONLINE);

EID: 84855407903     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2072627.2072638     Document Type: Conference Paper

References (7)

1. D. M. Blei, A. Y. Ng, and M. I. Jordan. Latent dirichlet allocation. Journal of Machine Learning Research, 3:993-1022, 2003.
2. N. Diakopoulos, M. Naaman, and F. Kivran-Swaine. Diamonds in the rough: Social media visual analytics for journalistic inquiry. In IEEE VAST, pages 115-122, 2010.
3. S. Geman and D. Geman. Stochastic relaxation, gibbs distributions, and the bayesian restoration of images. IEEE Trans. Pattern Anal. Mach. Intell., 6(6):721-741, 1984. (Pubitemid 15453722)
4. T. L. Griffiths, M. Steyvers, D. M. Blei, and J. B. Tenenbaum. Integrating topics and syntax. In NIPS, 2004.
5. T. Hofmann. Probabilistic latent semantic indexing. In SIGIR, pages 50-57, 1999.
6. S. E. Robertson, S. Walker, S. Jones, M. Hancock-Beaulieu, and M. Gatford. Okapi at trec-3. In TREC, pages 0-, 1994.
7. W. X. Zhao, J. Jiang, J. Weng, J. He, E.-P. Lim, H. Yan, and X. Li. Comparing twitter and traditional media using topic models. In ECIR, pages 338-349, 2011.