The vocabulary problem in human-system communication
Communications of the ACM
Effective site finding using link anchor information
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Analysis of anchor text for web search
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Proceedings of the 13th international conference on World Wide Web
Usage patterns of collaborative tagging systems
Journal of Information Science
InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
HT06, tagging paper, taxonomy, Flickr, academic article, to read
Proceedings of the seventeenth conference on Hypertext and hypermedia
tagging, communities, vocabulary, evolution
CSCW '06 Proceedings of the 2006 20th anniversary conference on Computer supported cooperative work
The complex dynamics of collaborative tagging
Proceedings of the 16th international conference on World Wide Web
The discoverability of the web
Proceedings of the 16th international conference on World Wide Web
Optimizing web search using social annotations
Proceedings of the 16th international conference on World Wide Web
Combating spam in tagging systems
AIRWeb '07 Proceedings of the 3rd international workshop on Adversarial information retrieval on the web
Can social bookmarking enhance search in the web?
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Efficient top-k querying over social-tagging networks
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Automatic Web Tagging and Person Tagging Using Language Models
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Locally Expandable Allocation of Folksonomy Tags in a Directed Acyclic Graph
WISE '08 Proceedings of the 9th international conference on Web Information Systems Engineering
Can Social Tagging Improve Web Image Search?
WISE '08 Proceedings of the 9th international conference on Web Information Systems Engineering
Can all tags be used for search?
Proceedings of the 17th ACM conference on Information and knowledge management
From Web 1.0 to Web 2.0 and back -: how did your grandma use to tag?
Proceedings of the 10th ACM workshop on Web information and data management
Socialtagger - collaborative tagging for blogs in the long tail
Proceedings of the 2008 ACM workshop on Search in social media
Tag data and personalized information retrieval
Proceedings of the 2008 ACM workshop on Search in social media
Purpose tagging: capturing user intent to assist goal-oriented social search
Proceedings of the 2008 ACM workshop on Search in social media
Towards a model of understanding social search
Proceedings of the 2008 ACM conference on Computer supported cooperative work
MS '08 Proceedings of the 2nd ACM workshop on Multimedia semantics
The Metadata Triumvirate: Social Annotations, Anchor Texts and Search Queries
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
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
Link Mining for a Social Bookmarking Web Site
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
A hybrid approach to item recommendation in folksonomies
Proceedings of the WSDM '09 Workshop on Exploiting Semantic Annotations in Information Retrieval
TC-SocialRank: Ranking the Social Web
WAW '09 Proceedings of the 6th International Workshop on Algorithms and Models for the Web-Graph
Evaluating similarity measures for emergent semantics of social tagging
Proceedings of the 18th international conference on World wide web
The value of socially tagged urls for a search engine
Proceedings of the 18th international conference on World wide web
Social search and discovery using a unified approach
Proceedings of the 18th international conference on World wide web
Personalized retrieval in social bookmarking
Proceedings of the ACM 2009 international conference on Supporting group work
iScope: personalized multi-modality image search for mobile devices
Proceedings of the 7th international conference on Mobile systems, applications, and services
Exploring social tagging graph for web object classification
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Social search and discovery using a unified approach
Proceedings of the 20th ACM conference on Hypertext and hypermedia
Ontology-Based Service Discovery Front-End Interface for GloServ
ESWC 2009 Heraklion Proceedings of the 6th European Semantic Web Conference on The Semantic Web: Research and Applications
A statistical comparison of tag and query logs
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Telling experts from spammers: expertise ranking in folksonomies
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Emergence of consensus and shared vocabularies in collaborative tagging systems
ACM Transactions on the Web (TWEB)
Getting the most out of social annotations for web page classification
Proceedings of the 9th ACM symposium on Document engineering
Critical Success Factors for Web 2.0 --- A Reference Framework
OCSC '09 Proceedings of the 3d International Conference on Online Communities and Social Computing: Held as Part of HCI International 2009
Trail Patterns in Social Tagging Systems: Role of Tags as Digital Pheromones
FAC '09 Proceedings of the 5th International Conference on Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience: Held as Part of HCI International 2009
ICWL '009 Proceedings of the 8th International Conference on Advances in Web Based Learning
Personalization of tagging systems
Information Processing and Management: an International Journal
Latent dirichlet allocation for tag recommendation
Proceedings of the third ACM conference on Recommender systems
Personalized social search based on the user's social network
Proceedings of the 18th ACM conference on Information and knowledge management
Who tags the tags?: a framework for bookmark weighting
Proceedings of the 18th ACM conference on Information and knowledge management
Automobile, car and BMW: horizontal and hierarchical approach in social tagging systems
Proceedings of the 2nd ACM workshop on Social web search and mining
A content-based method to enhance tag recommendation
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Is tagging effective?: overlapping ratios with other metadata fields
DCMI '09 Proceedings of the 2009 International Conference on Dublin Core and Metadata Applications
Improved search for socially annotated data
Proceedings of the VLDB Endowment
WISE '09 Proceedings of the 10th International Conference on Web Information Systems Engineering
Video Search by Impression Extracted from Social Annotation
WISE '09 Proceedings of the 10th International Conference on Web Information Systems Engineering
Labeled LDA: a supervised topic model for credit attribution in multi-labeled corpora
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
A brief survey of computational approaches in social computing
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Comparison of tagging in an educational context: Any chances of interplay?
International Journal of Technology Enhanced Learning
I tag, you tag: translating tags for advanced user models
Proceedings of the third ACM international conference on Web search and data mining
Learning similarity metrics for event identification in social media
Proceedings of the third ACM international conference on Web search and data mining
Supporting exploratory information seeking by epistemology-based social search
Proceedings of the 15th international conference on Intelligent user interfaces
User Modeling and User-Adapted Interaction
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Content-based tag generation to enable a tag-based collaborative tv-recommendation system.
Proceedings of the 8th international interactive conference on Interactive TV&Video
Community-based ranking of the social web
Proceedings of the 21st ACM conference on Hypertext and hypermedia
The impact of resource title on tags in collaborative tagging systems
Proceedings of the 21st ACM conference on Hypertext and hypermedia
Capturing implicit user influence in online social sharing
Proceedings of the 21st ACM conference on Hypertext and hypermedia
ECDL'09 Proceedings of the 13th European conference on Research and advanced technology for digital libraries
Impact and prospect of social bookmarks for bibliographic information retrieval
Proceedings of the 10th annual joint conference on Digital libraries
Web Semantics: Science, Services and Agents on the World Wide Web
On the quality of inferring interests from social neighbors
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
The topic-perspective model for social tagging systems
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
GiveALink tagging game: an incentive for social annotation
Proceedings of the ACM SIGKDD Workshop on Human Computation
An elaborated model of social search
Information Processing and Management: an International Journal
The wisdom in tweetonomies: acquiring latent conceptual structures from social awareness streams
Proceedings of the 3rd International Semantic Search Workshop
A semantic similarity approach to predicting Library of Congress subject headings for social tags
Journal of the American Society for Information Science and Technology
Context comparison of bursty events in web search and online media
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Improving web search relevance and freshness with content previews
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
bumpy, caution with merging: an exploration of tagging in a geowiki
Proceedings of the 16th ACM international conference on Supporting group work
Survey on social tagging techniques
ACM SIGKDD Explorations Newsletter
Journal of Information Science
Live music, social media and participatory metadata
Proceedings of the 73rd ASIS&T Annual Meeting on Navigating Streams in an Information Ecosystem - Volume 47
Towards the web of concepts: extracting concepts from large datasets
Proceedings of the VLDB Endowment
The social bookmark and publication management system bibsonomy
The VLDB Journal — The International Journal on Very Large Data Bases
Social bookmark weighting for search and recommendation
The VLDB Journal — The International Journal on Very Large Data Bases
A recommender system based on tag and time information for social tagging systems
Expert Systems with Applications: An International Journal
A hybrid approach to constructing tag hierarchies
OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems: Part II
#TwitterSearch: a comparison of microblog search and web search
Proceedings of the fourth ACM international conference on Web search and data mining
Improving Recommender Systems by Incorporating Social Contextual Information
ACM Transactions on Information Systems (TOIS)
Recommendation-based editor for business process modeling
Data & Knowledge Engineering
Evolutionary taxonomy construction from dynamic tag space
WISE'10 Proceedings of the 11th international conference on Web information systems engineering
Folksonomy-boosted social media search and ranking
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Tags vs shelves: from social tagging to social classification
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
User-related tag expansion for web document clustering
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Mining tags using social endorsement networks
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Social annotation in query expansion: a machine learning approach
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Latent subject-centered modeling of collaborative tagging: An application in social search
ACM Transactions on Management Information Systems (TMIS)
Partially labeled topic models for interpretable text mining
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Journal of Information Science
Leveraging collaborative filtering to tag-based personalized search
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
ICWE'11 Proceedings of the 11th international conference on Web engineering
A scalable tag-based recommender system for new users of the social web
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part I
Find, new, copy, web, page - tagging for the (re-)discovery of web pages
TPDL'11 Proceedings of the 15th international conference on Theory and practice of digital libraries: research and advanced technology for digital libraries
Folksonomy-based personalized search and ranking in social media services
Information Systems
Discovering URLs through user feedback
Proceedings of the 20th ACM international conference on Information and knowledge management
Exploring categorization property of social annotations for information retrieval
Proceedings of the 20th ACM international conference on Information and knowledge management
Evolving social search based on bookmarks and status messages from social networks
Proceedings of the 20th ACM international conference on Information and knowledge management
Folksonomy-based term extraction for word cloud generation
Proceedings of the 20th ACM international conference on Information and knowledge management
Mining tag similarity in folksonomies
Proceedings of the 3rd international workshop on Search and mining user-generated contents
Using weighted tagging to facilitate enterprise search
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
FASTS: FAcets structured tag space – a novel approach to organize and reuse social bookmarking tags
DESRIST'10 Proceedings of the 5th international conference on Global Perspectives on Design Science Research
User modeling based on emergent domain semantics
UMAP'10 Proceedings of the 18th international conference on User Modeling, Adaptation, and Personalization
Bursty event detection from collaborative tags
World Wide Web
The state-of-the-art in personalized recommender systems for social networking
Artificial Intelligence Review
The chain model for social tagging game design
Proceedings of the 6th International Conference on Foundations of Digital Games
Folksonomy query suggestion via users' search intent prediction
FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
Reorganizing clouds: A study on tag clustering and evaluation
Expert Systems with Applications: An International Journal
Analyzing tag distributions in folksonomies for resource classification
KSEM'11 Proceedings of the 5th international conference on Knowledge Science, Engineering and Management
Personalization and privacy: a survey of privacy risks and remedies in personalization-based systems
User Modeling and User-Adapted Interaction
Social annotations in web search
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Taagle: efficient, personalized search in collaborative tagging networks
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
Editorial: Quality of hierarchies in ontologies and folksonomies
Data & Knowledge Engineering
Google+facebook: a social-network-optimized web search approach
iUBICOM'11 Proceedings of the 6th international conference on Ubiquitous and Collaborative Computing
HMM-CARe: Hidden Markov Models for context-aware tag recommendation in folksonomies
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Integrating temporal usage pattern into personalized tag prediction
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Comparing tweets and tags for URLs
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Evaluating tag-based information access in image collections
Proceedings of the 23rd ACM conference on Hypertext and social media
Folksonomy-Based Term Extraction for Word Cloud Generation
ACM Transactions on Intelligent Systems and Technology (TIST)
Social annotations: utility and prediction modeling
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Twanchor text: a preliminary study of the value of tweets as anchor text
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
A social inverted index for social-tagging-based information retrieval
Journal of Information Science
Location-sensitive resources recommendation in social tagging systems
Proceedings of the 21st ACM international conference on Information and knowledge management
Web Semantics: Science, Services and Agents on the World Wide Web
Harnessing collective intelligence in social tagging using Delicious
Journal of the American Society for Information Science and Technology
Attach topic sense to social tags
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Improving large-scale search engines with semantic annotations
Expert Systems with Applications: An International Journal
Detecting Trends in Social Bookmarking Systems: A del.icio.us Endeavor
International Journal of Data Warehousing and Mining
International Journal of Organizational and Collective Intelligence
Emergent semantics from game-induced folksonomies
Proceedings of the First International Workshop on Crowdsourcing and Data Mining
A self-adapted method for the categorization of social resources
Expert Systems with Applications: An International Journal
Document Re-ranking Using Partial Social Tagging
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Partitioning and ranking tagged data sources
Proceedings of the VLDB Endowment
Perception and understanding of social annotations in web search
Proceedings of the 22nd international conference on World Wide Web
Network-aware search in social tagging applications: instance optimality versus efficiency
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
The effect of users' tagging motivation on the enlargement of digital educational resources metadata
Computers in Human Behavior
Optimizing ranking method using social annotations based on language model
Artificial Intelligence Review
Personalized multi-modality image management and search for mobile devices
Personal and Ubiquitous Computing
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Social bookmarking is a recent phenomenon which has the potential to give us a great deal of data about pages on the web. One major question is whether that data can be used to augment systems like web search. To answer this question, over the past year we have gathered what we believe to be the largest dataset from a social bookmarking site yet analyzed by academic researchers. Our dataset represents about forty million bookmarks from the social bookmarking site del.icio.us. We contribute a characterization of posts to del.icio. us: how many bookmarks exist (about 115 million), how fast is it growing, and how active are the URLs being posted about (quite active). We also contribute a characterization of tags used by bookmarkers. We found that certain tags tend to gravitate towards certain domains, and vice versa. We also found that tags occur in over 50 percent of the pages that they annotate, and in only 20 percent of cases do they not occur in the page text, backlink page text, or forward link page text of the pages they annotate. We conclude that social bookmarking can provide search data not currently provided by other sources, though it may currently lack the size and distribution of tags necessary to make a significant impact