Scatter/Gather: a cluster-based approach to browsing large document collections
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
WordNet: a lexical database for English
Communications of the ACM
Modern Information Retrieval
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Architectural styles and the design of network-based software architectures
Architectural styles and the design of network-based software architectures
The Description Logic Handbook
The Description Logic Handbook
P-TAG: large scale automatic generation of personalized annotation tags for the web
Proceedings of the 16th international conference on World Wide Web
Towards effective browsing of large scale social annotations
Proceedings of the 16th international conference on World Wide Web
FCA-based approach for mining contextualized folksonomy
Proceedings of the 2007 ACM symposium on Applied computing
Combating spam in tagging systems
AIRWeb '07 Proceedings of the 3rd international workshop on Adversarial information retrieval on the web
Efficient topic-based unsupervised name disambiguation
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Authors vs. readers: a comparative study of document metadata and content in the www
Proceedings of the 2007 ACM symposium on Document engineering
The folksonomy tag cloud: when is it useful?
Journal of Information Science
ACOS'07 Proceedings of the 6th Conference on WSEAS International Conference on Applied Computer Science - Volume 6
Tag-based social interest discovery
Proceedings of the 17th international conference on World Wide Web
Finding similar pages in a social tagging repository
Proceedings of the 17th international conference on World Wide Web
Plurality: a context-aware personalized tagging system
Proceedings of the 17th international conference on World Wide Web
Information Services and Use
Socialtrust: tamper-resilient trust establishment in online communities
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
Llama-b: automatic hyperlink authoring in the blogosphere
Proceedings of the nineteenth ACM conference on Hypertext and hypermedia
Seeing things in the clouds: the effect of visual features on tag cloud selections
Proceedings of the nineteenth ACM conference on Hypertext and hypermedia
The phenomenon of blogs and theoretical model of blog use in educational contexts
Computers & Education
Combating spam in tagging systems: An evaluation
ACM Transactions on the Web (TWEB)
Blogosphere: research issues, tools, and applications
ACM SIGKDD Explorations Newsletter
How Useful Are Tags? -- An Empirical Analysis of Collaborative Tagging for Web Page Recommendation
PAISI, PACCF and SOCO '08 Proceedings of the IEEE ISI 2008 PAISI, PACCF, and SOCO international workshops on Intelligence and Security Informatics
Can Social Tags Help You Find What You Want?
ECDL '08 Proceedings of the 12th European conference on Research and Advanced Technology for Digital Libraries
Locally Expandable Allocation of Folksonomy Tags in a Directed Acyclic Graph
WISE '08 Proceedings of the 9th international conference on Web Information Systems Engineering
Automatic detection of cohesive subgroups within social hypertext: A heuristic approach
The New Review of Hypermedia and Multimedia
Tag-based information retrieval of video content
Proceedings of the 1st international conference on Designing interactive user experiences for TV and video
Socialtagger - collaborative tagging for blogs in the long tail
Proceedings of the 2008 ACM workshop on Search in social media
Explorations in tag suggestion and query expansion
Proceedings of the 2008 ACM workshop on Search in social media
Tag-geotag correlation in social networks
Proceedings of the 2008 ACM workshop on Search in social media
Recommendation Based Process Modeling Support: Method and User Experience
ER '08 Proceedings of the 27th International Conference on Conceptual Modeling
An Agent Environment for Contextualizing Folksonomies in a Triadic Context
KES-AMSTA '07 Proceedings of the 1st KES International Symposium on Agent and Multi-Agent Systems: Technologies and Applications
Folksonomy-Based Collabulary Learning
ISWC '08 Proceedings of the 7th International Conference on The Semantic Web
Semantic Grounding of Tag Relatedness in Social Bookmarking Systems
ISWC '08 Proceedings of the 7th International Conference on The Semantic Web
Weighing the Usefulness of Social Tags for Content Discovery
ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
TagScore: Approximate Similarity Using Tag Synopses
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Nowhere to Hide: Finding Plagiarized Documents Based on Sentence Similarity
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Exploring Feedback Models in Interactive Tagging
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Improving music genre classification using collaborative tagging data
Proceedings of the Second ACM International Conference on Web Search and Data Mining
The state of the art in tag ontologies: a semantic model for tagging and folksonomies
DCMI '08 Proceedings of the 2008 International Conference on Dublin Core and Metadata Applications
Evaluating similarity measures for emergent semantics of social tagging
Proceedings of the 18th international conference on World wide web
Tagommenders: connecting users to items through tags
Proceedings of the 18th international conference on World wide web
Constructing folksonomies from user-specified relations on flickr
Proceedings of the 18th international conference on World wide web
Contextualizing the blogosphere: a comparison of traditional and novel user interfaces for the web
BCS-HCI '07 Proceedings of the 21st British HCI Group Annual Conference on People and Computers: HCI...but not as we know it - Volume 2
Exploring social tagging graph for web object classification
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Contextualising tags in collaborative tagging systems
Proceedings of the 20th ACM conference on Hypertext and hypermedia
CourseRank: a social system for course planning
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
A Neighborhood Search Method for Link-Based Tag Clustering
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
iTag: a personalized blog tagger
Proceedings of the third ACM conference on Recommender systems
WisColl: Collective wisdom based blog clustering
Information Sciences: an International Journal
The SocialTrust framework for trusted social information management: Architecture and algorithms
Information Sciences: an International Journal
sDoc: exploring social wisdom for document enhancement in web mining
Proceedings of the 18th ACM conference on Information and knowledge management
Integrating visual and semantic contexts for topic network generation and word sense disambiguation
Proceedings of the ACM International Conference on Image and Video Retrieval
Linking Wikipedia entries to blog feeds by machine learning
Proceedings of the 3rd International Universal Communication Symposium
Exploring blog spaces: a study of blog reading experiences using dynamic contextual displays
Proceedings of the 23rd British HCI Group Annual Conference on People and Computers: Celebrating People and Technology
The TicTag application: towards tag-based meta-search for browsing the web
Proceedings of the 23rd British HCI Group Annual Conference on People and Computers: Celebrating People and Technology
SWeMoF: A Semantic Framework to Discover Patterns in Learning Networks
EC-TEL '09 Proceedings of the 4th European Conference on Technology Enhanced Learning: Learning in the Synergy of Multiple Disciplines
Human-competitive tagging using automatic keyphrase extraction
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Organization and Tagging of Blog and News Entries Based on Content Reuse
Journal of Signal Processing Systems
Stop thinking, start tagging: tag semantics emerge from collaborative verbosity
Proceedings of the 19th international conference on World wide web
Blog classification using tags: an empirical study
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
The efficacy of tags in social tagging systems
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
An unsupervised model for exploring hierarchical semantics from social annotations
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
A vector space approach to tag cloud similarity ranking
Information Processing Letters
Métodos para seleção automática de tags para descrição de notícias na web
Companion Proceedings of the XIV Brazilian Symposium on Multimedia and the Web
Community-based ranking of the social web
Proceedings of the 21st ACM conference on Hypertext and hypermedia
Social sites research through CourseRank
ACM SIGMOD Record
Growing a tree in the forest: constructing folksonomies by integrating structured metadata
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Ontology emergence from folksonomies
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Exploiting tag and word correlations for improved webpage clustering
SMUC '10 Proceedings of the 2nd international workshop on Search and mining user-generated contents
Explore the structure of social tags by subsumption relations
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
A language model approach for tag recommendation
Expert Systems with Applications: An International Journal
A graph-based clustering scheme for identifying related tags in folksonomies
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
Survey on social tagging techniques
ACM SIGKDD Explorations Newsletter
Improving search in tag-based systems with automatically extracted keywords
KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management
Social bookmark weighting for search and recommendation
The VLDB Journal — The International Journal on Very Large Data Bases
USAB'10 Proceedings of the 6th international conference on HCI in work and learning, life and leisure: workgroup human-computer interaction and usability engineering
Navigating within news collections using tag-flakes
Journal of Visual Languages and Computing
An integrated approach to discover tag semantics
Proceedings of the 2011 ACM Symposium on Applied Computing
Recommendation-based editor for business process modeling
Data & Knowledge Engineering
Journal of Information Science
ICWE'11 Proceedings of the 11th international conference on Web engineering
Measuring social tag confidence: is it a good or bad tag?
WAIM'11 Proceedings of the 12th international conference on Web-age information management
How different are language models andword clouds?
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Using social media for ontology enrichment
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
Reorganizing clouds: A study on tag clustering and evaluation
Expert Systems with Applications: An International Journal
Scalable multi stage clustering of tagged micro-messages
Proceedings of the 21st international conference companion on World Wide Web
Folksonomy-Based Term Extraction for Word Cloud Generation
ACM Transactions on Intelligent Systems and Technology (TIST)
Leveraging Social Bookmarks from Partially Tagged Corpus for Improved Web Page Clustering
ACM Transactions on Intelligent Systems and Technology (TIST)
Hierarchically clustered technical blogs
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
ICWE'12 Proceedings of the 12th international conference on Web Engineering
Peer-to-peer distributed text classifier learning in PADMINI
Statistical Analysis and Data Mining
Content-based and collaborative techniques for tag recommendation: an empirical evaluation
Journal of Intelligent Information Systems
Perspectives in semantic adaptive social web
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
What's buzzing in the blizzard of buzz? Automotive component isolation in social media postings
Decision Support Systems
Cross-modal social image clustering and tag cleansing
Journal of Visual Communication and Image Representation
Analysis of eligibility criteria representation in industry-standard clinical trial protocols
Journal of Biomedical Informatics
Building and evaluating a collaboratively built structured folksonomy
Journal of Information Science
Learning to Recommend Descriptive Tags for Questions in Social Forums
ACM Transactions on Information Systems (TOIS)
Keyword extraction for blogs based on content richness
Journal of Information Science
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Tags have recently become popular as a means of annotating and organizing Web pages and blog entries. Advocates of tagging argue that the use of tags produces a 'folksonomy', a system in which the meaning of a tag is determined by its use among the community as a whole. We analyze the effectiveness of tags for classifying blog entries by gathering the top 350 tags from Technorati and measuring the similarity of all articles that share a tag. We find that tags are useful for grouping articles into broad categories, but less effective in indicating the particular content of an article. We then show that automatically extracting words deemed to be highly relevant can produce a more focused categorization of articles. We also show that clustering algorithms can be used to reconstruct a topical hierarchy among tags, and suggest that these approaches may be used to address some of the weaknesses in current tagging systems.