Garcia-Silva, Andres ; Corcho, Oscar; Alani, Harith and Gomez-Perez, Asuncion
(2012).
Review of the state of the art: discovering and associating semantics to tags in folksonomies.
The Knowledge Engineering Review, 27(1),
pp. 57–85.
Full text available as:
|
Due to copyright restrictions, this file is not available for public download until May 2013
|
Abstract
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.
Actions (login may be required)