Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
Making large-scale support vector machine learning practical
Advances in kernel methods
Authoritative sources in a hyperlinked environment
Journal of the ACM (JACM)
Data mining: concepts and techniques
Data mining: concepts and techniques
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Maintaining knowledge about temporal intervals
Communications of the ACM
Combining semantic and syntactic document classifiers to improve first story detection
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Similarity estimation techniques from rounding algorithms
STOC '02 Proceedings of the thiry-fourth annual ACM symposium on Theory of computing
Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
A cluster algorithm for graphs
A cluster algorithm for graphs
The Journal of Machine Learning Research
Restrictive clustering and metaclustering for self-organizing document collections
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Improving web search results using affinity graph
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Content-based image retrieval: approaches and trends of the new age
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Evaluation of a language identification system for mono- and multilingual text documents
Proceedings of the 2006 ACM symposium on Applied computing
Near-duplicate detection by instance-level constrained clustering
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
HT06, tagging paper, taxonomy, Flickr, academic article, to read
Proceedings of the seventeenth conference on Hypertext and hypermedia
Real-time computerized annotation of pictures
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Why we tag: motivations for annotation in mobile and online media
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Detecting near-duplicates for web crawling
Proceedings of the 16th international conference on World Wide Web
Analysis for Topological Properties of the Network Feeding Usenet News
SAINT '07 Proceedings of the 2007 International Symposium on Applications and the Internet
Random walks on the click graph
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Network-aware identification of video clip fragments
Proceedings of the 6th ACM international conference on Image and video retrieval
Analysis of online video search and sharing
Proceedings of the eighteenth conference on Hypertext and hypermedia
Practical elimination of near-duplicates from web video search
Proceedings of the 15th international conference on Multimedia
I tube, you tube, everybody tubes: analyzing the world's largest user generated content video system
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Youtube traffic characterization: a view from the edge
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
A robust audio fingerprint extraction algorithm
SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications
Pagerank for product image search
Proceedings of the 17th international conference on World Wide Web
Flickr tag recommendation based on collective knowledge
Proceedings of the 17th international conference on World Wide Web
A Discriminative Kernel-Based Approach to Rank Images from Text Queries
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Fobs: an open source object-oriented library for accessing multimedia content
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Learning tag relevance by neighbor voting for social image retrieval
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
You can play that again: exploring social redundancy to derive highlight regions in videos
Proceedings of the 14th international conference on Intelligent user interfaces
Automatic image annotation using visual content and folksonomies
Multimedia Tools and Applications
RichVSM: enRiched vector space models for folksonomies
Proceedings of the 20th ACM conference on Hypertext and hypermedia
Automatic video tagging using content redundancy
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Foundations and Trends in Information Retrieval
Latent dirichlet allocation for tag recommendation
Proceedings of the third ACM conference on Recommender systems
Power-Law Distributions in Empirical Data
SIAM Review
Pairwise boosted audio fingerprint
IEEE Transactions on Information Forensics and Security - Special issue on electronic voting
The impact of resource title on tags in collaborative tagging systems
Proceedings of the 21st ACM conference on Hypertext and hypermedia
Coherent bag-of audio words model for efficient large-scale video copy detection
Proceedings of the ACM International Conference on Image and Video Retrieval
Video histogram: a novel video signature for efficient web video duplicate detection
MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
Information retrieval in folksonomies: search and ranking
ESWC'06 Proceedings of the 3rd European conference on The Semantic Web: research and applications
Video retrieval using an EDL-Based timeline
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Content-Based Copy Retrieval Using Distortion-Based Probabilistic Similarity Search
IEEE Transactions on Multimedia
Fashion-focused creative commons social dataset
Proceedings of the 4th ACM Multimedia Systems Conference
Saving, reusing, and remixing web video: using attitudes and practices to reveal social norms
Proceedings of the 22nd international conference on World Wide Web
ACM Transactions on Information Systems (TOIS)
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The emergence of large-scale social Web communities has enabled users to share online vast amounts of multimedia content. An analysis of YouTube reveals a high amount of redundancy, in the form of videos with overlapping or duplicated content. We use robust content-based video analysis techniques to detect overlapping sequences between videos. Based on the output of these techniques, we present an in-depth study of duplication and content overlap in YouTube, and analyze various dependencies between content overlap and meta data such as video titles, views, video ratings, and tags. As an application, we show that content-based links provide useful information for generating new tag assignments. We propose different tag propagation methods for automatically obtaining richer video annotations. Experiments on video clustering and classification as well as a user evaluation demonstrate the viability of our approach.