Large scale flexible event-based clustering from photos in social media

ACM International Conference Proceeding Series

Volumn , Issue , 2011, Pages 26-29

  Rabbath, Mohamad ^a   Sandhaus, Philipp ^a   Boll, Susanne ^b  

^a OFFIS INSTITUTE FOR INFORMATION TECHNOLOGY   (Germany)

^b UNIVERSITY OF OLDENBURG   (Germany)

Author keywords

events; expectation maximization; information retrieval; multimedia retrieval; probabilistic approach; social media; social networks

Indexed keywords

EVENTS; EXPECTATION MAXIMIZATION; MULTIMEDIA RETRIEVAL; PROBABILISTIC APPROACHES; SOCIAL MEDIA; SOCIAL NETWORKS;

INFORMATION RETRIEVAL; INTERNET; TELECOMMUNICATION NETWORKS;

SOCIAL NETWORKING (ONLINE);

EID: 80755169438     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2043674.2043682     Document Type: Conference Paper

References (7)

1. Z. Li, M. Li, and W. Ma. A probabilistic model for retrospective news event detection. In In Proceedings of SIGIR 05, pages 106-113, 2005.
2. T. Mei, B. Wang, X. Hua, H. Zhou, and S. Li. Probabilistic multimodality fusion for event based home photo clustering. In ICME, pages 1757-1760, 2006.
3. M. Rabbath, P. Sandhaus, and S. Boll. Automatic Creation of Photo Books from Stories in Social Media. In Proc. of the 18th Int. Conf. on Multimedia. The Second ACM SIGMM Workshop on Social Media, 2010.
4. B. Shevade, H. Sundaram, and L. Xie. Modeling personal and social network context for event annotation in images. In Proc. of the 7th ACM/IEEE-CS joint Conf. on Digital libraries (JCDL), pages 127-134. ACM, 2007.
5. B. X.Liu, R. Troncy. Finding Media Illustrating Events. In Proc. of ICMR.
6. R. Zhang, Z. Zhang, M. Li, W. Ma, and H. Zhang. A probabilistic semantic model for image annotation and multi-modal image retrieval. Multimedia Systems, 12(1):27-33, 2006. (Pubitemid 44199914)
7. C.-Z. Zhu, X.-S. Hua, T. Mei, and X.-Q. Wu. Video booklet: a natural video searching and browsing interface. In Proc. of the 7th ACM SIGMM Int. workshop on Multimedia information retrieval, MIR '05, pages 113-120. ACM, 2005.