We present an algorithmic framework to accurately and efficiently identify the semantic meanings and contexts of social tags within a particular folksonomy. The framework is used for building contextualised tag-based user and item profiles. We also present its implementation in a system called cTag, with which we preliminary analyse semantic meanings and contexts of tags belonging to Delicious and MovieLens folksonomies. The analysis includes a comparison between semantic similarities obtained for pairs of tags in Delicious folksonomy, and their semantic distances in the whole Web, according to co-occurrence based metrics computed with results of a Web search engine. © 2012 Springer-Verlag.
CITATION STYLE
Fernández-Tobías, I., Cantador, I., & Bellogín, A. (2012). Semantic disambiguation and contextualisation of social tags. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 7138 LNCS, pp. 181–197). https://doi.org/10.1007/978-3-642-28509-7_18
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