Skip to main content

Style Analysis of Academic Writing

  • Conference paper
Book cover Natural Language Processing and Information Systems (NLDB 2011)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 6716))

  • 2008 Accesses

Abstract

This paper presents an approach which performs a Style Analysis of Academic Writing in terms of formal voice, readability and scientific language. Our intention is an analysis of academic writing style as a feedback for the authors and editors. The extracted features of a document collection are used to create Self-Organizing Maps which are the interim results to generate reports in our Full Automatic Paper Analysis System (Fapas). To evaluate this method, the system has to solve different tasks to verify the informative value of the generated maps and reports.

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. Argamon, S., Whitelaw, C., Chase, P., Hota, S.R., Garg, N., Levitan, S.: Stylistic text classification using functional lexical features: Research articles. J. Am. Soc. Inf. Sci. Technol. 58(6), 802–822 (2007)

    Article  Google Scholar 

  2. Flesch, R.: A new readability yardstick. Journal of Applied Psychology 32, 221–233 (1948)

    Article  Google Scholar 

  3. Gillett, A., Hammond, A., Martala, M.: Successful Academic Writing. Pearson, London (2009)

    Google Scholar 

  4. Kohonen, T., Schroeder, M.R., Huang, T.S. (eds.): Self-Organizing Maps. Springer-Verlag New York, Inc, Heidelberg (2001)

    MATH  Google Scholar 

  5. Koppel, M., Akiva, N., Dagan, I.: Feature instability as a criterion for selecting potential style markers: Special topic section on computational analysis of style. J. Am. Soc. Inf. Sci. Technol. 57(11), 1519–1525 (2006)

    Article  Google Scholar 

  6. Mukherjee, A., Liu, B.: Improving gender classification of blog authors. In: EMNLP 2010, Morristown, NJ, USA, pp. 207–217 (2010)

    Google Scholar 

  7. Saran, A.: Sound - its importance in the short story. Writing Fiction (2009)

    Google Scholar 

  8. Skern, T.: Writing Scientific English. Facultas Wuv (2009)

    Google Scholar 

  9. Stamatatos, E., Fakotakis, N., Kokkinakis, G.: Computer-based authorship attribution without lexical measures. In: Computers and the Humanities, pp. 193–214 (2001)

    Google Scholar 

  10. Stein, B., Zu Eissen, S.M.: Intrinsic plagiarism analysis with meta learning. In: SGIR 2007 (2007)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Scholz, T., Conrad, S. (2011). Style Analysis of Academic Writing. In: Muñoz, R., Montoyo, A., Métais, E. (eds) Natural Language Processing and Information Systems. NLDB 2011. Lecture Notes in Computer Science, vol 6716. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-22327-3_30

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-22327-3_30

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-22326-6

  • Online ISBN: 978-3-642-22327-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics