The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Formal Concept Analysis: Mathematical Foundations
Formal Concept Analysis: Mathematical Foundations
Usage patterns of collaborative tagging systems
Journal of Information Science
Improved annotation of the blogosphere via autotagging and hierarchical clustering
Proceedings of the 15th international conference on World Wide Web
AutoTag: a collaborative approach to automated tag assignment for weblog posts
Proceedings of the 15th international conference on World Wide Web
Evaluating WordNet-based Measures of Lexical Semantic Relatedness
Computational Linguistics
Network properties of folksonomies
AI Communications - Network Analysis in Natural Sciences and Engineering
Tag Recommendations in Folksonomies
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Using information content to evaluate semantic similarity in a taxonomy
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Ontologies are us: a unified model of social networks and semantics
ISWC'05 Proceedings of the 4th international conference on The Semantic Web
Information retrieval in folksonomies: search and ranking
ESWC'06 Proceedings of the 3rd European conference on The Semantic Web: research and applications
Collaborative tagging as a tripartite network
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part III
Emergent semantics from folksonomies: a quantitative study
Journal on Data Semantics VI
A Tag Clustering Method to Deal with Syntactic Variations on Collaborative Social Networks
ICWE '9 Proceedings of the 9th International Conference on Web Engineering
Automatically Identifying Tag Types
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Extraction of Places Related to Flickr Tags
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Personalized search by tag-based user profile and resource profile in collaborative tagging systems
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Mining social tags to predict mashup patterns
SMUC '10 Proceedings of the 2nd international workshop on Search and mining user-generated contents
A weighted tag similarity measure based on a collaborative weight model
SMUC '10 Proceedings of the 2nd international workshop on Search and mining user-generated contents
Context-aware basic level concepts detection in folksonomies
WAIM'10 Proceedings of the 11th international conference on Web-age information management
The social bookmark and publication management system bibsonomy
The VLDB Journal — The International Journal on Very Large Data Bases
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part I
Macademia: semantic visualization of research interests
Proceedings of the 16th international conference on Intelligent user interfaces
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
Pragmatic evaluation of folksonomies
Proceedings of the 20th international conference on World wide web
An integrated approach to discover tag semantics
Proceedings of the 2011 ACM Symposium on Applied Computing
Evolutionary taxonomy construction from dynamic tag space
WISE'10 Proceedings of the 11th international conference on Web information systems engineering
Journal of Information Science
Semantically driven social data aggregation interfaces for Research 2.0
i-KNOW '11 Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies
Improving the exploration of tag spaces using automated tag clustering
ICWE'11 Proceedings of the 11th international conference on Web engineering
Query expansion in folksonomies
SAMT'10 Proceedings of the 5th international conference on Semantic and digital media technologies
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Synthesis of collective tag-based opinions in the socialweb
AI*IA'11 Proceedings of the 12th international conference on Artificial intelligence around man and beyond
Building directories for social tagging systems
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
Review: A framework for awareness maintenance
Journal of Network and Computer Applications
Using social media for ontology enrichment
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
Computational and crowdsourcing methods for extracting ontological structure from folksonomy
ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part II
Friendship prediction and homophily in social media
ACM Transactions on the Web (TWEB)
Reorganizing clouds: A study on tag clustering and evaluation
Expert Systems with Applications: An International Journal
Bridging informal tagging and formal semantics via hybrid navigation
Journal of Information Science
Folkview: a multi-agent system approach to modeling folksonomies
UMAP'11 Proceedings of the 19th international conference on Advances in User Modeling
Community detection in Social Media
Data Mining and Knowledge Discovery
Abstract framework for social ontologies and folksonomized ontologies
SWIM '12 Proceedings of the 4th International Workshop on Semantic Web Information Management
A multimedia recommender system based on enriched user profiles
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Navigational efficiency of broad vs. narrow folksonomies
Proceedings of the 23rd ACM conference on Hypertext and social media
The dynamic features of delicious, flickr, and YouTube
Journal of the American Society for Information Science and Technology
Latent Geospatial Semantics of Social Media
ACM Transactions on Intelligent Systems and Technology (TIST)
Evaluation of Folksonomy Induction Algorithms
ACM Transactions on Intelligent Systems and Technology (TIST)
Characterising emergent semantics in twitter lists
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Automatic annotation of tagged content using predefined semantic concepts
Proceedings of the 18th Brazilian symposium on Multimedia and the web
A semantic-based approach for searching and browsing tag spaces
Decision Support Systems
Folksonomized ontology and the 3E steps technique to support ontology evolvement
Web Semantics: Science, Services and Agents on the World Wide Web
Cross-lingual query expansion in multilingual folksonomies: A case study on Flickr
Knowledge-Based Systems
How tagging pragmatics influence tag sense discovery in social annotation systems
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Exploiting time in automatic image tagging
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Building and evaluating a collaboratively built structured folksonomy
Journal of Information Science
Social linkage and ranking model for tags-based resources
International Journal of Metadata, Semantics and Ontologies
Hi-index | 0.00 |
Collaborative tagging systems have nowadays become important data sources for populating semantic web applications. For tasks like synonym detection and discovery of concept hierarchies, many researchers introduced measures of tag similarity. Even though most of these measures appear very natural, their design often seems to be rather ad hoc, and the underlying assumptions on the notion of similarity are not made explicit. A more systematic characterization and validation of tag similarity in terms of formal representations of knowledge is still lacking. Here we address this issue and analyze several measures of tag similarity: Each measure is computed on data from the social bookmarking system del.icio.us and a semantic grounding is provided by mapping pairs of similar tags in the folksonomy to pairs of synsets in Wordnet, where we use validated measures of semantic distance to characterize the semantic relation between the mapped tags. This exposes important features of the investigated similarity measures and indicates which ones are better suited in the context of a given semantic application.