{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T18:37:45Z","timestamp":1767638265459,"version":"3.48.0"},"reference-count":40,"publisher":"Maximum Academic Press","issue":"1","license":[{"start":{"date-parts":[[2012,2,22]],"date-time":"2012-02-22T00:00:00Z","timestamp":1329868800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/www.cambridge.org\/core\/terms"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["The Knowledge Engineering Review"],"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>This paper describes and compares the most relevant approaches for associating tags with semantics in order to make explicit the meaning of those tags. We identify a common set of steps that are usually considered across all these approaches and frame our descriptions according to them, providing a unified view of how each approach tackles the different problems that appear during the semantic association process. Furthermore, we provide some recommendations on (a) how and when to use each of the approaches according to the characteristics of the data source, and (b) how to improve results by leveraging the strengths of the different approaches.<\/jats:p>","DOI":"10.1017\/s026988891100018x","type":"journal-article","created":{"date-parts":[[2012,2,22]],"date-time":"2012-02-22T09:45:01Z","timestamp":1329903901000},"page":"57-85","source":"Crossref","is-referenced-by-count":33,"title":["Review of the state of the art: discovering and associating semantics to tags in folksonomies"],"prefix":"10.48130","volume":"27","author":[{"given":"Andr\u00e9s","family":"Garc\u00eda-Silva","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oscar","family":"Corcho","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Harith","family":"Alani","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Asunci\u00f3n","family":"G\u00f3mez-P\u00e9rez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"27968","published-online":{"date-parts":[[2012,2,22]]},"reference":[{"volume-title":"Wikinomics: How Mass Collaboration Changes Everything","year":"2006","author":"Tapscott","key":"S026988891100018X_ref37"},{"key":"S026988891100018X_ref35","doi-asserted-by":"crossref","unstructured":"Specia L. , Motta E. 2007. Integrating folksonomies with the Semantic Web. In Proceedings of the 4th European Conference on the Semantic Web: Research and Applications. Innsbruck, Austria.","DOI":"10.1007\/978-3-540-72667-8_44"},{"key":"S026988891100018X_ref34","unstructured":"Schmitz C. , Hotho A. , J\u00e4schke R. , Stumme G. 2006. Mining association rules in folksonomies. In Data Science and Classification: Proceedings of the 10th IFCS Conference, Ljubljana, Slovenia, 261\u2013270."},{"key":"S026988891100018X_ref31","unstructured":"Passant A. , Laublet P. 2008. Meaning of a tag: a collaborative approach to bridge the gap between tagging and linked data. In Proceedings of Linked Data on the Web (LDOW2008), Beijing, china."},{"key":"S026988891100018X_ref30","unstructured":"Passant A. 2007. Using ontologies to strengthen folksonomies and enrich information retrieval in weblogs. 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