Spelling errors and keywords in born-digital data: a case study using the Teenage Health Freak Corpus

Smith, Catherine and Adolphs, Svenja and Harvey, Kevin and Mullany, Louise (2014) Spelling errors and keywords in born-digital data: a case study using the Teenage Health Freak Corpus. Corpora, 9 (2). pp. 137-154. ISSN 1755-1676

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Abstract

The abundance of language data that is now available in digital form, and the rise of distinct language varieties that are used for digital communication, means that issues of non-standard spellings and spelling errors are, in future, likely to become more prominent for compilers of corpora. This paper examines the effect of spelling variation on keywords in a born-digital corpus in order to explore the extent and impact of this variation for future corpus studies. The corpus used in this study consists of e-mails about health concerns that were sent to a health website by adolescents. Keywords are generated using the original version of the corpus and a version with spelling errors corrected, and the British National Corpus (BNC) acts as the reference corpus. The ranks of the keywords are shown to be very similar and, therefore, suggest that, depending on the research goals, keywords could be generated reliably without any need for spelling correction.

Item Type: Article
Additional Information: This article has been accepted for publication by Edinburgh University Press in Corpora.
Keywords: Computer mediated communication, Keyword analysis, Spelling variation
Schools/Departments: University of Nottingham UK Campus > Faculty of Arts > School of English
Identification Number: https://doi.org/10.3366/cor.2014.0055
Related URLs:
URLURL Type
http://www.euppublishing.com/doi/abs/10.3366/cor.2014.0055Publisher
Depositing User: Zimmerman, Emma
Date Deposited: 24 Aug 2016 07:50
Last Modified: 26 Sep 2016 14:58
URI: http://eprints.nottingham.ac.uk/id/eprint/35782

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