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Self-organization and associative memory: 3rd edition
Pathfinder associative networks: studies in knowledge organization
Pathfinder associative networks: studies in knowledge organization
Machine Learning
CSCW research at GMD-FIT: from basic groupware to the social Web
ACM SIGGROUP Bulletin
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X-means: Extending K-means with Efficient Estimation of the Number of Clusters
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
IV '00 Proceedings of the International Conference on Information Visualisation
Classifying large data sets using SVMs with hierarchical clusters
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
An Effective Support Vector Machines (SVMs) Performance Using Hierarchical Clustering
ICTAI '04 Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence
Proceedings of the 15th international conference on World Wide Web
HT06, tagging paper, taxonomy, Flickr, academic article, to read
Proceedings of the seventeenth conference on Hypertext and hypermedia
Review and Alignment of Tag Ontologies for Semantically-Linked Data in Collaborative Tagging Spaces
ICSC '08 Proceedings of the 2008 IEEE International Conference on Semantic Computing
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Ontologies are us: a unified model of social networks and semantics
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
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ESWC'06 Proceedings of the 3rd European conference on The Semantic Web: research and applications
Upper tag ontology for integrating social tagging data
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Conversational tagging in twitter
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Text-based video content classification for online video-sharing sites
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The effects of background information and social interaction on image tagging
Journal of the American Society for Information Science and Technology
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Journal of the American Society for Information Science and Technology
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Journal of the American Society for Information Science and Technology
Commenting on YouTube videos: From guatemalan rock to El Big Bang
Journal of the American Society for Information Science and Technology
Tag-aware recommender systems: a state-of-the-art survey
Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
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Social tagging is one of the major phenomena transforming the World Wide Web from a static platform into an actively shared information space. This paper addresses various aspects of social tagging, including different views on the nature of social tagging, how to make use of social tags, and how to bridge social tagging with other Web functionalities; it discusses the use of facets to facilitate browsing and searching of tagging data; and it presents an analogy between bibliometrics and tagometrics, arguing that established bibliometric methodologies can be applied to analyze tagging behavior on the Web. Based on the Upper Tag Ontology (UTO), a Web crawler was built to harvest tag data from Delicious, Flickr, and YouTube in September 2007. In total, 1.8 million objects, including bookmarks, photos, and videos, 3.1 million taggers, and 12.1 million tags were collected and analyzed. Some tagging patterns and variations are identified and discussed. © 2009 Wiley Periodicals, Inc.