Skip to main content

Automatic Classification of Social Tags

  • Conference paper

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 6273))

Abstract

Collaborative tagging has become popular in recent years. As was noted in several studies completely different types of tags are found. Tags either can refer to the personal usage context of a tagger or can describe the tagged object. We investigate different types of tags found in LibraryThing, an online service in which books are tagged, and define a number of features that are typical for some of these classes. Finally, we show how these features can be used to classify tags automatically.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Wartena, C., Brussee, R., Wibbels, M.: Using tag co-occurrence for recommendation. In: ISDA, pp. 273–278. IEEE Computer Society, Los Alamitos (2009)

    Google Scholar 

  2. Bischoff, K., Firan, C.S., Nejdl, W., Paiu, R.: Can all tags be used for search? In: CIKM. pp. 193–202 (2008)

    Google Scholar 

  3. Overell, S.E., Sigurbjörnsson, B., van Zwol, R.: Classifying tags using open content resources. In: Baeza-Yates, R.A., Boldi, P., Ribeiro-Neto, B.A., Cambazoglu, B.B. (eds.) WSDM, pp. 64–73. ACM, New York (2009)

    Chapter  Google Scholar 

  4. Golder, S.A., Huberman, B.A.: Usage patterns of collaborative tagging systems. J. Information Science 32(2), 198–208 (2006)

    Article  Google Scholar 

  5. Xu, Z., Fu, Y., Mao, J., Su, D.: Towards the semantic web: Collaborative tag suggestions. In: Collaborative Web Tagging Workshop at WWW 2006, Edinburgh, Scotland, Citeseer (2006)

    Google Scholar 

  6. Sen, S., Lam, S.K., Rashid, A.M., Cosley, D., Frankowski, D., Osterhouse, J., Harper, F.M., Riedl, J.: Tagging, communities, vocabulary, evolution. In: Hinds, P.J., Martin, D. (eds.) CSCW, pp. 181–190. ACM, New York (2006)

    Chapter  Google Scholar 

  7. Heymann, P., Paepcke, A., Garcia-Molina, H.: Tagging human knowledge. In: Davison, B.D., Suel, T., Craswell, N., Liu, B. (eds.) WSDM, pp. 51–60. ACM, New York (2010)

    Chapter  Google Scholar 

  8. IFLA Workgroup on Functional Requirements for Bibliographic Records: Functional Requirements for Bibliographic Records: Final Report. K.G. Sauer, München (1998)

    Google Scholar 

  9. Wartena, C., Brussee, R.: Instance-based mapping between thesauri and folksonomies. In: Sheth, A.P., Staab, S., Dean, M., Paolucci, M., Maynard, D., Finin, T., Thirunarayan, K. (eds.) ISWC 2008. LNCS, vol. 5318, pp. 356–370. Springer, Heidelberg (2008)

    Chapter  Google Scholar 

  10. Cover, T., Thomas, J.: Elements of information theory. Wiley Interscience, Hoboken (2006)

    MATH  Google Scholar 

  11. http://dmirlab.tudelft.nl/users/maarten-clements

  12. van der Heijden, F., Duin, R.P., de Ridder, D., Tax, D.M.: Classification, parameter estimation and state estimation - an engineering approach using Matlab. John Wiley & Sons, Chichester (2004)

    Book  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Wartena, C. (2010). Automatic Classification of Social Tags. In: Lalmas, M., Jose, J., Rauber, A., Sebastiani, F., Frommholz, I. (eds) Research and Advanced Technology for Digital Libraries. ECDL 2010. Lecture Notes in Computer Science, vol 6273. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15464-5_19

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-15464-5_19

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-15463-8

  • Online ISBN: 978-3-642-15464-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics