Exploiting the Social Capital of Folksonomies for Web Page Classification

Abstract : Collaborative tagging systems (CTSs), also known as folksonomies, have grown in popularity on the Web and social tagging has become an important feature of many Web 2.0 services. It has been argued that the power of tagging lies in the ability for people to freely determine the appropriate tags for resources without having to rely on a predefined lexicon or hierarchy. The free-form nature of tagging causes a number of problems in this social classification scheme, such as synonymy and morphological variety. However, social tagging can be a valuable source of information to help in the organization of Web resources. In this paper we present an empirical analysis carried out to determine the importance of social tagging in Web page classification. Experimental results showed that tag-based classification outperformed classifiers based on full-text of documents.
Type de document :
Communication dans un congrès
Wojciech Cellary; Elsa Estevez. 10th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society (I3E), Nov 2010, Buenos Aires, Argentina. Springer, IFIP Advances in Information and Communication Technology, AICT-341, pp.151-160, 2010, Software Services for e-World. 〈10.1007/978-3-642-16283-1_19〉
Liste complète des métadonnées

Littérature citée [13 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-01055024
Contributeur : Hal Ifip <>
Soumis le : lundi 11 août 2014 - 10:32:55
Dernière modification le : vendredi 11 août 2017 - 14:59:39
Document(s) archivé(s) le : mercredi 26 novembre 2014 - 21:50:48

Fichier

i3e2010_attachment_50.pdf
Fichiers produits par l'(les) auteur(s)

Licence


Distributed under a Creative Commons Paternité 4.0 International License

Identifiants

Citation

Daniela Godoy, Analía Amandi. Exploiting the Social Capital of Folksonomies for Web Page Classification. Wojciech Cellary; Elsa Estevez. 10th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society (I3E), Nov 2010, Buenos Aires, Argentina. Springer, IFIP Advances in Information and Communication Technology, AICT-341, pp.151-160, 2010, Software Services for e-World. 〈10.1007/978-3-642-16283-1_19〉. 〈hal-01055024〉

Partager

Métriques

Consultations de la notice

165

Téléchargements de fichiers

191