Skip to main content
SpringerLink
Log in

A New Method for Generating the Chinese News Summary Based on Fuzzy Reasoning and Domain Ontology

  • Conference paper
Book cover Intelligent Information and Database Systems (ACIIDS 2013)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 7802))

Included in the following conference series:

Abstract

This paper presents a new method for automatically generating the Chinese weather news summary based on fuzzy reasoning and the domain ontology, where the weather ontology, the time ontology and the geography ontology are predefined by domain experts. The summary is composed of candidate sentences which have higher scores, where the experimental data are adopted from the Chinese weather news website of Taiwan. The experimental results show that the proposed method outperforms the methods presented in [9] and [10] for automatically generating the Chinese news summary.

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

Access this chapter

Log in via an institution
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. Adnan, M., Warren, J., Orr, M.: Ontology Based Semantic Recommendations for Discharge Summary Medication Information for Patients. In: Proceedings of the 2010 IEEE International Symposium on Computer-Based Medical Systems, pp. 456–461 (2010)

    Google Scholar 

  2. Chen, P., Verma, R.: A Query-Based Medical Information Summarization System Using Ontology Knowledge. In: Proceedings of the 2006 IEEE Symposium on Computer-Based Medical Systems, pp. 37–42 (2006)

    Google Scholar 

  3. Chen, R.C., Huang, Y.H., Bau, C.T., Chen, S.M.: An Recommendation System Based on Domain Ontology and SWRL for Anti-Diabetic Drugs Selection. Expert System with Application 39(4), 3995–4005 (2012)

    Article  Google Scholar 

  4. Fensel, D., Harmelen, F.V., Horrocks, I., McGuinness, D.L., Schneider, P.F.P.: OIL: An Ontology Infrastructure for the Semantic Web. IEEE Intelligent Systems 16(2), 38–45 (2001)

    Article  Google Scholar 

  5. Gruber, T.R.: A Translation Approach to Portable Ontology Specifications. Knowledge Acquisition 5(2), 199–220 (1993)

    Article  Google Scholar 

  6. Guarino, N.: Understanding, Building and Using Ontologies. International Journal of Human-Computer Studies 46(2-3), 293–310 (1997)

    Article  Google Scholar 

  7. Hennig, L., Umbrath, W., Wetzker, R.: An Ontology-Based Approach to Text Summarization. In: Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, pp. 291–294 (2008)

    Google Scholar 

  8. Lee, C.C.: Fuzzy Logic in Control Systems: Fuzzy Logic Controller-Part II. IEEE Transactions on Systems, Man and Cybernetics 20(2), 419–435 (1990)

    Article  MATH  Google Scholar 

  9. Lee, C.S., Chen, Y.J., Jain, Z.W.: Ontology-Based Fuzzy Event Extraction Agent for Chinese e-News Summarization. Expert Systems with Applications 25(3), 431–447 (2003)

    Article  Google Scholar 

  10. Lee, C.S., Jian, Z.W., Huang, L.K.: A Fuzzy Ontology and Its Application to News Summarization. IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics 35(5), 859–880 (2005)

    Article  Google Scholar 

  11. Lee, C.S., Wang, M.H., Hagras, H.: A Type-2 Fuzzy Ontology and Its Application to Personal Diabetic-Diet Recommendation. IEEE Transactions on Fuzzy Systems 18(2), 374–395 (2010)

    Google Scholar 

  12. Liu, X.Y., Zhou, Y.M., Zheng, R.S.: Measuring Semantic Similarity within Sentences. In: Proceedings of the 2008 International Conference on Machine Learning and Cybernetics, pp. 2558–2562 (2008)

    Google Scholar 

  13. Mohamed, A.A.: Generating User-Focused, Content-Based Summaries for Multi-Document Using Document Graphs. In: Proceedings of the 2005 IEEE International Symposium on Signal Processing and Information Technology, pp. 675–679 (2005)

    Google Scholar 

  14. Noy, N.F., McGuinnes, D.L.: Ontology Development 101: A Guide to Creating Your First Ontology. Stanford Knowledge Systems Laboratory Technical Report KSL-01-05 and Stanford Medical Informatics Technical Report SMI-2001-0880 (2001)

    Google Scholar 

  15. Chinese Knowledge Information Processing Group. Academic Sinica, Taipei, Taiwan, R. O. C., http://godel.iss.sinica.edu.tw/CKIP/

  16. Zadeh, L.A.: Fuzzy Sets. Information and Control 8, 338–353 (1965)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Department of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan

    Shyi-Ming Chen & Ming-Hung Huang

Authors
  1. Shyi-Ming Chen
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Ming-Hung Huang
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. Faculty of Computer Science and Information Systems, Department of Software Engineering, Universiti Teknologi Malaysia, 81310, Johar Baharu, Johor, Malaysia

    Ali Selamat  & Habibollah Haron  & 

  2. Institute of Informatics, Division of Knowledge Managements Systems, Wrocław University of Technology, Str. Wybrzeże Wyspiańskiego 27, 50-370, Wrocław, Poland

    Ngoc Thanh Nguyen

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Chen, SM., Huang, MH. (2013). A New Method for Generating the Chinese News Summary Based on Fuzzy Reasoning and Domain Ontology. In: Selamat, A., Nguyen, N.T., Haron, H. (eds) Intelligent Information and Database Systems. ACIIDS 2013. Lecture Notes in Computer Science(), vol 7802. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-36546-1_8

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-36546-1_8

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-36545-4

  • Online ISBN: 978-3-642-36546-1

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation