The anatomy of a large-scale hypertextual Web search engine
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A vector space model for automatic indexing
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Faceted metadata for image search and browsing
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Usage patterns of collaborative tagging systems
Journal of Information Science
Web Page Recommender System based on Folksonomy Mining for ITNG '06 Submissions
ITNG '06 Proceedings of the Third International Conference on Information Technology: New Generations
Proceedings of the 15th international conference on World Wide Web
Exploring social annotations for the semantic web
Proceedings of the 15th international conference on World Wide Web
Improved annotation of the blogosphere via autotagging and hierarchical clustering
Proceedings of the 15th international conference on World Wide Web
tagging, communities, vocabulary, evolution
CSCW '06 Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work
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Getting our head in the clouds: toward evaluation studies of tagclouds
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
An assessment of tag presentation techniques
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Can social bookmarking enhance search in the web?
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
DEXA '07 Proceedings of the 18th International Conference on Database and Expert Systems Applications
The folksonomy tag cloud: when is it useful?
Journal of Information Science
Tag Meaning Disambiguation through Analysis of Tripartite Structure of Folksonomies
WI-IATW '07 Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops
A Novelty-based Clustering Method for On-line Documents
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Can social bookmarking improve web search?
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Exploring social annotations for information retrieval
Proceedings of the 17th international conference on World Wide Web
Signaling emotion in tagclouds
Proceedings of the 18th international conference on World wide web
Evaluating the semantic web: a task-based approach
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Probabilistic latent semantic analysis
UAI'99 Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence
Ontologies are us: a unified model of social networks and semantics
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Using probabilistic latent semantic analysis for personalized web search
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Personalized recommender system based on item taxonomy and folksonomy
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
ONTECTAS: bridging the gap between collaborative tagging systems and structured data
CAiSE'11 Proceedings of the 23rd international conference on Advanced information systems engineering
Bursty event detection from collaborative tags
World Wide Web
Web Semantics: Science, Services and Agents on the World Wide Web
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In this paper, we evaluate the effectiveness of a semantic smoothing technique to organize folksonomy tags. Folksonomy tags have no explicit relations and vary because they form uncontrolled vocabulary. We discriminates so-called subjective tags like "cool" and "fun" from folksonomy tags without any extra knowledge other than folksonomy triples and use the level of tag generalization to form the objective tags into a hierarchy. We verify that entropy of folksonomy tags is an effective measure for discriminating subjective folksonomy tags. Our hierarchical tag allocation method guarantees the number of children nodes and increases the number of available paths to a target node compared to an existing tree allocation method for folksonomy tags.