Skip to main content

A Domain Meta-wrapper Using Seeds for Intelligent Author List Extraction in the Domain of Scholarly Articles

  • Conference paper
Book cover Research and Advanced Technology for Digital Libraries (TPDL 2013)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 8092))

Included in the following conference series:

Abstract

In this paper we investigate about automated extraction of author lists in the domain of scientific digital libraries. It is given a list of known “seed” authors and we aim to extract complete lists of co-authors from Web pages in arbitrary format. We adopt a methodology embedding domain knowledge in a unique “meta-wrapper”, not requiring training, with negligible maintenance costs and based on the combination of several extraction techniques. Such methods are applied at the structural level, at the character level and at the annotation level. We describe the methodology, illustrate our tool, compare with known approaches and measure the accuracy of our techniques with proper experiments.

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. ATLAS Collaboration, The: The ATLAS experiment at the CERN large hadron collider. Journal of Instrumentation 3(08) (2008)

    Google Scholar 

  2. Carbone, V.: Fractional counting of authorship to quantify scientific research output. arXiv preprint arXiv:1106.0114 (2011)

    Google Scholar 

  3. Cauteruccio, F., Ianni, G.: A Domain Meta-wrapper Using Seeds for Intelligent Author List Extraction in the Domain of Scholarly Articles. Technical Report, http://www.mat.unical.it/ianni/storage/HCalc-TR-2013-1-Long.pdf

  4. Cohen, W.W., Fan, W.: Web-collaborative filtering: recommending music by crawling the web. Computer Networks 33(1-6), 685–698 (2000)

    Article  Google Scholar 

  5. Cohen, W.W., Hurst, M., Jensen, L.S.: A flexible learning system for wrapping tables and lists in HTML documents. In: WWW 2002, pp. 232–241 (2002)

    Google Scholar 

  6. Doorenbos, R.B., Etzioni, O., Weld, D.S.: A scalable comparison-shopping agent for the world-wide web. In: AGENTS, pp. 39–48 (1997)

    Google Scholar 

  7. Etzioni, O., Cafarella, M., Downey, D., et al.: Unsupervised named-entity extraction from the web: An experimental study. Artificial Intelligence 165, 91–134 (2005)

    Article  Google Scholar 

  8. Giles, C.L., Bollacker, K.D., Lawrence, S.: CiteSeer: An Automatic Citation Indexing System. In: ACM DL, pp. 89–98 (1998)

    Google Scholar 

  9. Gupta, R., Sarawagi, S.: Answering table augmentation queries from unstructured lists on the web. VLDB Endow. 2(1), 289–300 (2009)

    Google Scholar 

  10. Harzing, A.: Publish or Perish (2007), http://www.harzing.com/pop.htm

  11. Hirsch, J.: An index to quantify an individual’s scientific research output. PNAS 102(46), 16569 (2005)

    Article  Google Scholar 

  12. Kaur, J., Hoang, D., Sun, X., et al.: Scholarometer: A social framework for analyzing impact across disciplines. PloS One 7(9) (2012)

    Google Scholar 

  13. Schreiber, M.: A modification of the h-index: The hm-index accounts for multi-authored manuscripts. Journal of Informetrics 2(3), 211–216 (2008)

    Article  MathSciNet  Google Scholar 

  14. Talukdar, P.P., Brants, T., Liberman, M., Pereira, F.: A context pattern induction method for named entity extraction. In: CoNLL-X 2006, pp. 141–148 (2006)

    Google Scholar 

  15. Urbansky, D., Feldmann, M., Thom, J.A., Schill, A.: Entity extraction from the web with webKnox. In: Snášel, V., Szczepaniak, P.S., Abraham, A., Kacprzyk, J. (eds.) Advances in Intelligent Web Mastering - 2. AISC, vol. 67, pp. 209–218. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  16. Wang, R.C., Cohen, W.W.: Language-independent set expansion of named entities using the web. In: ICDM 2007, pp. 342–350 (2007)

    Google Scholar 

  17. ASN: Italian National Scientific Habilitation (Abilitazione Scientifica Nazionale) (2012), http://abilitazione.miur.it/

  18. Citations gadget for Google Scholar, http://code.google.com/p/citations-gadget/

  19. ERA: Excellence in Research for Australia (2012), http://www.arc.gov.au/era/

  20. Google Scholar, http://scholar.google.com

  21. Microsoft Academic Search, http://academic.research.microsoft.com/

  22. REF: Research Excellence Framework (2012), http://www.ref.ac.uk/

  23. Scholar H-Index Calculator (2010), http://scholarcalculator.gibbi.com/

  24. Sciverse Scopus, http://www.scopus.com/

  25. Thomson Reuters Web of Knowledge, http://wokinfo.com/

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Cauteruccio, F., Ianni, G. (2013). A Domain Meta-wrapper Using Seeds for Intelligent Author List Extraction in the Domain of Scholarly Articles. In: Aalberg, T., Papatheodorou, C., Dobreva, M., Tsakonas, G., Farrugia, C.J. (eds) Research and Advanced Technology for Digital Libraries. TPDL 2013. Lecture Notes in Computer Science, vol 8092. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40501-3_31

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-40501-3_31

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-40500-6

  • Online ISBN: 978-3-642-40501-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics