Skip to main content

Extraction of Event Elements Based on Event Ontology Reasoning

  • Conference paper
  • First Online:
Intelligent Information and Database Systems (ACIIDS 2015)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 9012))

Included in the following conference series:

  • 1765 Accesses

Abstract

This paper proposes an event elements extraction method based on event ontology reasoning by constructing an upper event ontology and event elements reasoning rules based on event non-taxonomic relations. Event elements extraction includes three steps: data preprocessing; complementing event elements initially; event elements reasoning. The experimental results show that this method can improve the accuracy of event elements extraction.

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

Access this chapter

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

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Saeedi, P., Faili. H.: Feature engineering using shallow parsing in argument classification of Persian verbs. In: Proc of the 16th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP 2012), pp. 333–338 (2012)

    Google Scholar 

  2. Wang, W., Zhao, D.Y., Wang, D.: Chinese news event 5w1h elements extraction using semantic role labeling. In: Proc of the Third International Symposium on Information Processing (ISIP), pp. 484–489 (2010)

    Google Scholar 

  3. Chen, Z., Ji, H.: Language specific issue and feature exploration in Chinese event extraction. In: Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers, pp. 209–212 (2009)

    Google Scholar 

  4. Zhao, Y., Qin, B., Che, W., et al.: Research on Chinese Event Extraction. Journal of Chinese Information Processing 22(1), 3–8 (2008). (in Chinese)

    Google Scholar 

  5. Fu, J., Liu, Z., Liu, W., et al.: Feature Weighting Based Event Argument Identification. Computer Science 37(3), 239–241 (2010). (in Chinese)

    Google Scholar 

  6. Zhong, Z.M., Li, C.H., Liu, Z.T., Dai, H.W.: Web news oriented event multi-elements retrieval. Journal of Software 24(10), 2366–2378 (2013). (in Chinese)

    Article  Google Scholar 

  7. Tan, H.Y., Zhao, T.J., Zheng, J.H.: Identification of Chinese event and their argument roles. In: IEEE 8th International Conference on Computer and Information Technology Workshops, pp. 14–19 (2008)

    Google Scholar 

  8. Ji, H., Grishman, R., Chen, Z., Gupta, P.: Cross-document event extraction and tracking: task, evaluation, techniques and challenges. In: Proc of RANLP, pp. 166–172 (2009)

    Google Scholar 

  9. Miwa, M., Sætre, R., Kim, J.D., et al.: Event Extraction with Complex Event Classification using Rich Features. Journal of Bioinformatics and Computational Biology (JBCB) 8(1), 131–146 (2010)

    Article  Google Scholar 

  10. Liu, Z., Huang, M., et al.: Research on event-oriented ontology. Computer Science 36(11), 189–192 (2009). (in Chinese)

    Google Scholar 

  11. Fu, J.: Research on Event-Oriented Knowledge Processing. Shanghai University, Shanghai (2010). (in Chinese)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Wei Liu , Feijing Liu or Ning Ding .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

Liu, W., Liu, F., Wang, D., Ding, N., Wang, X. (2015). Extraction of Event Elements Based on Event Ontology Reasoning. In: Nguyen, N., Trawiński, B., Kosala, R. (eds) Intelligent Information and Database Systems. ACIIDS 2015. Lecture Notes in Computer Science(), vol 9012. Springer, Cham. https://doi.org/10.1007/978-3-319-15705-4_56

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-15705-4_56

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-15704-7

  • Online ISBN: 978-3-319-15705-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics