Topic discovery of web video using star-structured K-partite graph

MM'10 - Proceedings of the ACM Multimedia 2010 International Conference

Volumn , Issue , 2010, Pages 915-918

  Shao, Jian ^a   Yin, Wentao ^a   Ma, Shuai ^a   Zhuang, Yueting ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

co clustering; star structured k partite graph; topic discovery

Indexed keywords

CO-CLUSTERING; CONTEXTUAL CUE; EXPLOSIVE GROWTH; K-PARTITE GRAPH; RESEARCH AREAS; TOPIC DISCOVERY; VISUAL FEATURE; WEB VIDEO; YOUTUBE;

CLUSTERING ALGORITHMS;

MULTIMEDIA SYSTEMS;

EID: 78650981170     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1873951.1874112     Document Type: Conference Paper

References (9)

1. J. Allan, et al., Topic Detection and Tracking Pilot Study Final Report, Proceedings of the DARPA Broadcasting News Transcript and Understanding Workshop, pages 194-218, 1998.
2. L. Liu, et al., Web video topic discovery and tracking via bipartite graph reinforcement model, WWW2008, pages 1009-1018, 2008.
3. I.S Dhillon, et al., Information theoretic co-clustering, In Proc. 9th ACM SIGKDD'03, pages 89-98, 2003.
4. R. Hong, et al., Event Driven Summarization for Web Videos, Proceedings of the first SIGMM workshop on Social media, Beijing, pages 43-48, 2009.
5. J. Cao, et al., MCG-WEBV: A Benchmark Dataset for Web Video Analysis, Technical Report, ICT-MCG-09-001, Institute of Computing Technology, 2009.
6. H. Becker, et al., Learning similarity metrics for event identification in social media, Proc. 3th ACM international conference on Web search and data mining, pages 291-300, 2010.
7. B. Long, et al., Unsupervised learning on k-partite graphs, Proc. 12th ACM SIGKDD international conference on Knowledge discovery and data mining, pages 317-326, 2006.
8. C.D Manning, et al., Introduction to Information Retrieval, Cambridge Univ. Press, 2008.
9. C.W. Ngo, et al., On Clustering and Retrieval of Video Shots, ACM Multimedia, 2001.