An Overview of Social Tagging and Applications

Social tagging on online portals has become a trend now. It has emerged as one of the best ways of associating metadata with web objects. With the increase in the kinds of web objects becoming available, collaborative tagging of such objects is also developing along new dimensions. This popularity has led to a vast literature on social tagging. In this survey paper, we would like to summarize different techniques employed to study various aspects of tagging. Broadly, we would discuss about properties of tag streams, tagging models, tag semantics, generating recommendations using tags, visualizations of tags, applications of tags, integration of different tagging systems and problems associated with tagging usage. We would discuss topics like why people tag, what influences the choice of tags, how to model the tagging process, kinds of tags, different power laws observed in tagging domain, how tags are created and how to choose the right tags for recommendation. Metadata generated in the form of tags can be efficiently used to improve web search, for web object classification, for generating ontologies, for enhanced browsing etc. We would discuss these applications and conclude with thoughts on future work in the area.

[1]  A. Zubiaga Enhancing Navigation on Wikipedia with Social Tags , 2012, ArXiv.

[2]  Andreas Hotho,et al.  Information Retrieval in Folksonomies: Search and Ranking , 2006, ESWC.

[3]  Jianchang Mao,et al.  Towards the Semantic Web: Collaborative Tag Suggestions , 2006 .

[4]  Tony Hammond,et al.  Social Bookmarking Tools (I): A General Overview , 2005, D Lib Mag..

[5]  E. Feigenbaum Simon, Herbert A. , 2006 .

[6]  Marieke Guy,et al.  Folksonomies: Tidying Up Tags? , 2006, D Lib Mag..

[7]  Nenghai Yu,et al.  Learning to tag , 2009, WWW '09.

[8]  Roelof van Zwol,et al.  Flickr tag recommendation based on collective knowledge , 2008, WWW.

[9]  Rui Li,et al.  Exploring social tagging graph for web object classification , 2009, KDD.

[10]  Christopher H. Brooks,et al.  Improved annotation of the blogosphere via autotagging and hierarchical clustering , 2006, WWW '06.

[11]  Roelof van Zwol,et al.  Classifying tags using open content resources , 2009, WSDM '09.

[12]  Jacek Gwizdka,et al.  Personal information management , 2004, CHI EA '04.

[13]  Nicholas Diakopoulos,et al.  PhotoPlay: A Collocated Collaborative Photo Tagging Game on a Horizontal Display , 2007 .

[14]  Martin Szomszor,et al.  Correlating user profiles from multiple folksonomies , 2008, Hypertext.

[15]  Owen Kaser,et al.  Tag-Cloud Drawing: Algorithms for Cloud Visualization , 2007, ArXiv.

[16]  P. Schmitz,et al.  Inducing Ontology from Flickr Tags , 2006 .

[17]  Yong Yu,et al.  Optimizing web search using social annotations , 2007, WWW '07.

[18]  Vittorio Loreto,et al.  Collaborative Tagging and Semiotic Dynamics , 2006, ArXiv.

[19]  Luigi Di Caro,et al.  Using tagflake for condensing navigable tag hierarchies from tag clouds , 2008, KDD.

[20]  Louise Spiteri,et al.  Structure and form of folksonomy tags: The road to the public library catalogue , 2007, Webology.

[21]  Marcus Fontoura,et al.  Using annotations in enterprise search , 2006, WWW '06.

[22]  Christoph Meinel,et al.  The Metadata Triumvirate: Social Annotations, Anchor Texts and Search Queries , 2008, 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology.

[23]  Yusef Hassan-Montero,et al.  Improving Tag-Clouds as Visual Information Retrieval Interfaces , 2024, 2401.04947.

[24]  Yong Yu,et al.  Exploring folksonomy for personalized search , 2008, SIGIR '08.

[25]  Hector Garcia-Molina,et al.  Clustering the tagged web , 2009, WSDM '09.

[26]  Yong Yu,et al.  Exploring social annotations for the semantic web , 2006, WWW '06.

[27]  Enrico Motta,et al.  Integrating Folksonomies with the Semantic Web , 2007, ESWC.

[28]  Mor Naaman,et al.  HT06, tagging paper, taxonomy, Flickr, academic article, to read , 2006, HYPERTEXT '06.

[29]  Hector Garcia-Molina,et al.  Collaborative Creation of Communal Hierarchical Taxonomies in Social Tagging Systems , 2006 .

[30]  Rui Li,et al.  Towards effective browsing of large scale social annotations , 2007, WWW '07.

[31]  Terrell Russell,et al.  cloudalicious: folksonomy over time , 2006, Proceedings of the 6th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL '06).

[32]  Peter Pirolli,et al.  Rational Analyses of Information Foraging on the Web , 2005, Cogn. Sci..

[33]  Gordon I. McCalla,et al.  Applying Collaborative Tagging to E-Learning , 2007 .

[34]  Grigory Begelman,et al.  Automated Tag Clustering: Improving search and exploration in the tag space , 2006 .

[35]  Yang Song,et al.  Real-time automatic tag recommendation , 2008, SIGIR '08.

[36]  Jon Iturrioz Towards federated Web2.0 sites: the TAGMAS approach , 2007 .

[37]  Georgia Koutrika,et al.  Combating spam in tagging systems: An evaluation , 2008, TWEB.

[38]  Mor Naaman,et al.  Towards automatic extraction of event and place semantics from flickr tags , 2007, SIGIR.

[39]  Margaret E. I. Kipp,et al.  Patterns and Inconsistencies in Collaborative Tagging Systems: An Examination of Tagging Practices , 2007, ASIST.

[40]  Bernardo A. Huberman,et al.  The Structure of Collaborative Tagging Systems , 2005, ArXiv.

[41]  Michael I. Jordan,et al.  Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..

[42]  Georgia Koutrika,et al.  Can social bookmarking improve web search? , 2008, WSDM '08.

[43]  Vittorio Loreto,et al.  Vocabulary growth in collaborative tagging systems , 2007, ArXiv.

[44]  Ravi Kumar,et al.  Visualizing tags over time , 2006, WWW '06.

[45]  Valentin Robu,et al.  The complex dynamics of collaborative tagging , 2007, WWW '07.

[46]  Steffen Staab,et al.  An epistemic dynamic model for tagging systems , 2008, Hypertext.

[47]  Gerhard Weikum,et al.  Efficient top-k querying over social-tagging networks , 2008, SIGIR '08.

[48]  Dong Liu,et al.  Tag ranking , 2009, WWW '09.

[49]  Xin Li,et al.  Tag-based social interest discovery , 2008, WWW.

[50]  Christian Wolff,et al.  Personal Information Management vs. Resource Sharing: Towards a Model of Information Behaviour in Social Tagging Systems , 2009, ICWSM 2009.

[51]  John Riedl,et al.  tagging, communities, vocabulary, evolution , 2006, CSCW '06.

[52]  Mor Naaman,et al.  Why we tag: motivations for annotation in mobile and online media , 2007, CHI.

[53]  Michael Cardew-Hall,et al.  The folksonomy tag cloud: when is it useful? , 2008, J. Inf. Sci..

[54]  Hongyuan Zha,et al.  Exploring social annotations for information retrieval , 2008, WWW.

[55]  Andreas Hotho,et al.  Mining Association Rules in Folksonomies , 2006, Data Science and Classification.

[56]  Elad Yom-Tov,et al.  Who tags the tags?: a framework for bookmark weighting , 2009, CIKM.

[57]  Vittorio Loreto,et al.  Semiotic dynamics and collaborative tagging , 2006, Proceedings of the National Academy of Sciences.

[58]  Csaba Veres,et al.  The Language of Folksonomies: What Tags Reveal About User Classification , 2006, NLDB.

[59]  H. Simon,et al.  ON A CLASS OF SKEW DISTRIBUTION FUNCTIONS , 1955 .