Skip to main content

XML-Based Web Data Pattern Discovery and Extraction

  • Conference paper
Book cover Information Computing and Applications (ICICA 2012)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 307))

Included in the following conference series:

  • 807 Accesses

Abstract

This paper presents an XML-based web data extraction method. This method translates web page into XML document, analyze XML document by using XPath/XSLT, discover web page data pattern and similarity by using XML clustering algorithm, construct XPath-based data extraction rule template. This method improves the robustness and versatility of web data extraction system. Experiment result shows that the data extraction method has high precision and is adaptive to web pages in different sites and with different structures.

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 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
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. Ion, M., Steven, M., Craig, K.: A Hierarchical Wrapper Induction for Semi structured Information Sources. Autonomous Agents and Multi-Agent Systems 4(1-2) (1999)

    Google Scholar 

  2. Jussi, M., Jared, J.: Robust Web Data Extraction with XML Path Expressions. IBM Research Report (2002)

    Google Scholar 

  3. Shoubiao, T., Chao, X., Yuan, J.: Web Data Extraction System Based on Label Library. In: Proceedings of the 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery, vol. 7 (2009)

    Google Scholar 

  4. Wei, L., Xiaofeng, M., Weiyi, M.: ViDE: A Vision-Based Approach for Deep Web Data Extraction. IEEE Transactions on Knowledge and Data Engineering 22(3) (2010)

    Google Scholar 

  5. Arvind, A., Hector, G.-M.: Extracting structured data from web pages. In: Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data (2003)

    Google Scholar 

  6. Jussi, M.: Effective Web Data Extraction with Standard XML Technologies. In: Proceedings of the 10th International Conference on World Wide Web, Hong Kong (2001)

    Google Scholar 

  7. Yuan, W., David, J., De Witt, J., YiCai.: An Effective Change Detection Algorithm for XML Documents. In: Proceedings of the 19th International Conference on Data Engineering (2003)

    Google Scholar 

  8. Pan, Y.: Research on XML Documents Cluster. Information Journal 25(2) (2006)

    Google Scholar 

  9. Python chilkat, http://www.chilkatsoft.com/python.asp

  10. Xu, J., Hou, K.: Autonomous Extract Information from Web Pages. Computer Engineering and Applications 14 (2005)

    Google Scholar 

  11. Ling, L., Calton, P., Wei, H.: XWRAP: An XML Enabled Wrapper Construction System for Web Information Sources. In: Proceedings of the 16th International Conference on Data Engineering, San Diego, California (2000)

    Google Scholar 

  12. Zhao, S., Chen, S., Deng, S.: Design and Implementation of Web Data Integration Wrapper Based on Rule Tree. Computer Technology and Development 16(6) (2006)

    Google Scholar 

  13. Qiang, H., Rui, C., Yanwei, P., Lei, Z.: From One Tree to a Forest: a Unified Solution for Structured Web Data Extraction. In: 34th International ACM SIGIR, pp. 775–784 (2011)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Jia, R., Xu, S., Peng, C. (2012). XML-Based Web Data Pattern Discovery and Extraction. In: Liu, C., Wang, L., Yang, A. (eds) Information Computing and Applications. ICICA 2012. Communications in Computer and Information Science, vol 307. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-34038-3_98

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-34038-3_98

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-34037-6

  • Online ISBN: 978-3-642-34038-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics