Social Tagging

This page collects all the stuff referring to our research on social tagging.

Research Stuff

Experimentation

  • Clustered Tags: Our results on content-based tag clustering, presented in the paper "Content-based Clustering for Tag Cloud Visualization".

Datasets

  • Social-ODP-2k9: A set of 12,616 categorized URLs with their corresponding social annotations (tags, notes, reviews,...) retrieved from Delicious and StumbleUpon on December 2008 and January 2009.
  • DeliciousT140: A set of 144,574 unique URLs with their corresponding social tags retrieved from Delicious on June 2008.
  • Wiki10+: A set of 20,764 English Wikipedia articles with their corresponding social tags retrieved from Delicious on April 2009.

Summary of the characteristics of the datasets

Publications

To Appear

  • Zubiaga, A., Martínez, R., Fresno, V. To Appear. "Analyzing Tag Distributions in Folksonomies for Resource Classification". KSEM 2011, 5th International Conference on Knowledge Science, Engineering and Management.
  • Zubiaga, A., Fresno, V., Martínez, R. To Appear. "Exploiting Social Annotations for Resource Classification". Social Network Mining, Analysis and Research Trends: Techniques and Applications. IGI Global.

2011

  • Zubiaga, A., Martínez, R., Fresno, V. 2011. "Augmenting Web Page Classifiers with Social Annotations". Procesamiento del Lenguaje Natural.

2009

  • Zubiaga, A., Martínez, R., Fresno, V. 2009. "Getting the Most Out of Social Annotations for Web Page Classification". DocEng 2009, the 9th ACM Symposium on Document Engineering, Munich, Germany.
  • Zubiaga, A., Martínez, R., Fresno, V. 2009. "Clasificación de Páginas Web con Anotaciones Sociales". SEPLN 2009, XXV edición del Congreso Anual de la Sociedad Española para el Procesamiento del Lenguaje Natural, Donostia-San Sebastián.
  • Zubiaga, A., García-Plaza, A., Fresno, V., Martínez, R. 2009. "Content-based Clustering for Tag Cloud Visualization". ASONAM 2009, International Conference on Advances in Social Networks Analysis and Mining.