The Journal of Machine Learning Research
Feature-rich part-of-speech tagging with a cyclic dependency network
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Hierarchical comments-based clustering
Proceedings of the 2011 ACM Symposium on Applied Computing
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This paper describes the SIAM demonstrator, a system that illustrates the usefulness of indexing multimedia segments thanks to associated microblog posts. From a socialized multimedia content (i.e. video and associated microblog posts on Twitter), the system applies text mining techniques and derives a topic model to index socialized multimedia segments. That result may then be used inside many multimedia applications, such as in-media social navigation, multimedia summarization or composition, or exploration of multimedia collections according to various socially-based viewpoints.