Skip to main content

Semantic Annotation of Web Resources Using IdentityRank and Wikipedia

  • Conference paper
  • 674 Accesses

Part of the book series: Advances in Soft Computing ((AINSC,volume 43))

Abstract

In this paper we introduce the IdentityRank algorithm developed to address the problem of named entity disambiguation. It is used for semantic annotation of Web resources taking Wikipedia as knowledge source.

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   129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   169.99
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. Berners-Lee, T., Hendler, J., Lassila, O. (2001) The Semantic Web: A new form of Web content that is meaningful to computers will unleash a revolution of new possibilities. Scientific American (May 2001)

    Google Scholar 

  2. Fernández, N., et al.: Exploiting Wikipedia in Integrating Semantic Annotation with Information Retrieval. In: 4th Atlantic Web Intelligence Conference, AWIC 2006, Israel (June 2006)

    Google Scholar 

  3. Page, L., et al. (1999) The PageRank Citation Ranking: Bringing Order to the Web. Stanford Technical Report (1999), available online at http://dbpubs.stanford.edu/pub/1999-66

  4. Aswani, N., Bontcheva, K., Cunnigham, H.: Mining Information for Instance Unification. In: Cruz, I., et al. (eds.) ISWC 2006. LNCS, vol. 4273, pp. 329–342. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  5. Bagga, A., Baldwin, B.: Entity-Based Cross-Document Coreferencing Using the Vector Space Model. In: 17th International Conference on Computational Linguistics, Canada (August 1998)

    Google Scholar 

  6. Ginter, F., et al.: New Techniques for Disambiguation in Natural Language and their Applications to Biological Text. Journal of Machine Learning Research 5, 605–621 (2004)

    Google Scholar 

  7. Han, H., et al.: Two Supervised Learning Approaches for Name Disambiguation in Author Citations. In: Joint ACM/IEEE Conference on Digital Libraries, June 2004, ACM, New York (2004)

    Google Scholar 

  8. Hassell, J., Aleman-Meza, B., Arpinar, I.B.: Ontology-Driven Automatic Entity Disambiguation in Unstructured Text. In: Cruz, I., et al. (eds.) ISWC 2006. LNCS, vol. 4273, pp. 44–57. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  9. Mann, G.S., Yarowski, D. (2003) Unsupervised Personal Name Disambiguation. In: 7th Conference on Natural Language Learning, Canada (June 2003)

    Google Scholar 

  10. Pedersen, T., Purandare, A., Kulkarni, A.: Name Discrimination by Clustering Similar Contexts. In: Gelbukh, A. (ed.) CICLing 2005. LNCS, vol. 3406, Springer, Heidelberg (2005)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Katarzyna M. Wegrzyn-Wolska Piotr S. Szczepaniak

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Fernández, N., Blázquez, J.M., Sánchez, L., Luque, V. (2007). Semantic Annotation of Web Resources Using IdentityRank and Wikipedia. In: Wegrzyn-Wolska, K.M., Szczepaniak, P.S. (eds) Advances in Intelligent Web Mastering. Advances in Soft Computing, vol 43. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-72575-6_16

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-72575-6_16

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-72574-9

  • Online ISBN: 978-3-540-72575-6

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics