Skip to main content

The OntoWordNet Project: Extension and Axiomatization of Conceptual Relations in WordNet

  • Conference paper

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2888))

Abstract

In this paper we present a progress report of the OntoWordNet project, a research program aimed at achieving a formal specification of WordNet. Within this program, we developed a hybrid bottom-up top-down methodology to automatically extract association relations from WordNet, and to interpret those associations in terms of a set of conceptual relations, formally defined in the DOLCE foundational ontology. Preliminary results provide us with the conviction that a research program aiming to obtain a consistent, modularized, and axiomatized ontology from WordNet can be completed in acceptable time with the support of semi-automatic techniques.

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. Basili, R., Pazienza, M.T., Velardi, P.: An Empirical Symbolic Approach to Natural Language Processing. Artificial Intelligence  (85) (1996)

    Google Scholar 

  2. Berners-Lee, T.: Semantic Web Road map (1998), http://www.w3.org/DesignIssues/Semantic.html

  3. Fellbaum, C.: WordNet: an electronic lexical database. MITpress, Cambridge (1995)

    Google Scholar 

  4. Gangemi, A., Guarino, N., Masolo, C., Oltramari, A.: Understanding top-level ontological distinctions. In: Proceedings of IJCAI 2001 Workshop on Ontologies and Information Sharing, Seattle, USA, pp. 26–33. AAAI Press, Menlo Park (2001), http://SunSITE.Informatik.RWTHAachen.DE/Publications/CEUR-WS/Vol-47/

    Google Scholar 

  5. Gangemi, A., Guarino, N., Masolo, C., Oltramari, A., Schneider, L.: Sweetening Ontologies with DOLCE. In: Gómez-Pérez, A., Benjamins, V.R. (eds.) EKAW 2002. LNCS (LNAI), vol. 2473, p. 166. Springer, Heidelberg (2002), http://citeseer.nj.nec.com/cache/papers/cs/26864/http

    Chapter  Google Scholar 

  6. Harabagiu, S., Moldovan, D.: Enriching the WordNet Taxonomy with Contextual Knowledge Acquired from Text. AAAI/MIT Press (1999)

    Google Scholar 

  7. Cucchiarelli, V., Paliouras, A., Spyropolous, G., Velardi, C.: Automatic adaptation of Proper Noun Dictionaries through cooperation of machine learning and probabilistic methods. In: 23rd annual ACM-SIGIR, Athens (June 2000)

    Google Scholar 

  8. Johnson, M.: The Body in the Mind. University of Chicago Press, Chicago (1987)

    Google Scholar 

  9. MacGregor, R.M.: Using a Description Classifier to Enhance Deductive Inference. In: Proceedings of Seventh IEEE Conference on AI Applications, pp. 141–147 (1993)

    Google Scholar 

  10. Masolo, C., Borgo, S., Gangemi, A., Guarino, N., Oltramari, A., Schneider, L.: The WonderWeb Library of Foundational Ontologies. WonderWeb Deliverable 17 (2002)

    Google Scholar 

  11. Magnini, B., Cavaglia, G.: Integrating Subject Field Codes into WordNet. In: Proceedings of the 2nd International Conference on Language resources and Evaluation, LREC2000, Atenas (2000)

    Google Scholar 

  12. Miller, G.A., Beckwith, R., Fellbaum, C., Gross, D., Miller, K.: Introduction to WordNet: An On-Line Lexical Database (August 1993), http://www.cosgi.princeton.edu/~wn

  13. Milhalcea, R., Moldovan, D.: Extended WordNet: progress report. In: NAACL 2001 Workshop on WordNet and Other Lexical Resources, Pittsbourgh (June 2001)

    Google Scholar 

  14. Haarslev, V., Möller, R.: Description of the RACER System and its Applications. In: Proceedings International Workshop on Description Logics (DL 2001), Stanford, USA, August 1-3 (2001)

    Google Scholar 

  15. Morin, E.: Automatic Acquisition of semantic relations between terms from technical corpora. In: Proc. of 5th International Congress on Terminology and Knowledge extraction, TKE 1999 (1999)

    Google Scholar 

  16. Navigli, R., Velardi, P., Gangemi, A.: Ontology Learning and its Application to Automated Terminology Translation. IEEE Intelligent Systems 18(1), 22–31 (2003)

    Article  Google Scholar 

  17. Searle, J.R., Vanderveken, D.: Foundations of Illocutionary Logics, Cambridge UP (1985)

    Google Scholar 

  18. Smith, B., Welty, C.: Ontology: towards a new synthesis. In: Formal Ontology in Information Systems. ACM Press, New York (2001)

    Google Scholar 

  19. Vossen, P.: Extending, Trimming and Fusing WordNet for technical Documents. In: NAACL 2001 workshop on WordNet and Other Lexical Resources, Pittsburgh (July 2001)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2003 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Gangemi, A., Navigli, R., Velardi, P. (2003). The OntoWordNet Project: Extension and Axiomatization of Conceptual Relations in WordNet. In: Meersman, R., Tari, Z., Schmidt, D.C. (eds) On The Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE. OTM 2003. Lecture Notes in Computer Science, vol 2888. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39964-3_52

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-39964-3_52

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-20498-5

  • Online ISBN: 978-3-540-39964-3

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics