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What's in a Word-list?: Investigating Word Frequency and Keyword Extraction (Digital Research in the Arts and Humanities)From Routledge
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The frequency with which particular words are used in a text can tell us something meaningful both about that text and also about its author because their choice of words is seldom random. Focusing on the most frequent lexical items of a number of generated word frequency lists can help us to determine whether all the texts are written by the same author. Alternatively, they might wish to determine whether the most frequent words of a given text (captured by its word frequency list) are suggestive of potentially meaningful patterns that could have been overlooked had the text been read manually. This edited collection brings together cutting-edge research written by leading experts in the field on the construction of word-lists for the analysis of both frequency and keyword usage. Taken together, these papers provide a comprehensive and up-to-date survey of the most exciting research being conducted in this subject.
- Published on: 2016-02-24
- Released on: 2016-02-24
- Format: Kindle eBook
Review
'This book represents an impressive collection written by internationally renowned experts in the field, which provide insights into a range of key issues of theoretical and practical relevance in using wordlists and keyword lists, the backbone of the corpus-based approach to text analysis. I also find the case studies presented in these chapters both interesting and inspiring.' Richard Xiao, Edge Hill University, UK 'An exciting collection exploring issues that are fundamental to corpus linguistics and demonstrating the wider potential of corpus methods for language studies. A stimulating book in many ways.' Michaela Mahlberg, University of Liverpool, UK 'What's in a Word-List? is an impressive and exciting collection of papers exploring issues that are fundamental to corpus linguistics. This collection of papers provides a comprehensive and up-to-date survey of the most exciting research being conducted in the subject. Researchers interested in word frequency issues will therefore find this book a most valuable addition to their academic literature collection.' The Electronic Library, Vol 27, no 6 'Each chapter is complete in itself, and together the chapters provide a fascinating insight into the sometimes quirky and arcane world of text analysis. The result is an easy to read, engaging and always interesting book.' Library Hi Tech, Vol 28, Issue 4, 2010
About the Author
Dawn Archer, Reader in Corpus Linguistics and Head of English Language and Linguistics, University of Central Lancashire, Preston, UK.
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Applied Research with Word Frequency Distributions
By John M. Ford
Dawn Archer has assembled ten contributed chapters that represent current research using word frequency distributions. This method reduces text documents, such as journal articles or narrative survey responses, to lists of individual words and the frequency with which each word appears in the document. Also called a "bag of words" approach, this method has proven useful in text analysis to profile the general content of documents.
The chapters fall into three general types: Those that discuss word frequency analysis generally, those that discuss best practices, and those that present research using word frequency distributions.
Three chapters introduce word frequency analysis. Dawn Archer's "Does Frequency Really Matter?" introduces the general practice of keyword analysis and overviews the following chapters. John Kirk's "Word Frequency Use or Misuse?" covers a very basic concern--the many conflicting definitions of a "word" and how each affects word frequency analysis. Dawn Archer's closing chapter, "Promoting the Wider Use of Word Frequency and Keyword Extraction Techniques," advises researchers to make these methods more accessible and understandable to researchers in other disciplines.
Four chapters explore methods concerns in word frequency analysis. David Hoover's "Word Frequency, Statistical Stylistics and Authorship Attribution," describes innovations which use more than the traditional 100 most frequent words to establish document authorship. Mark Davies' "Word Frequency in Context: Alternative Architectures for Examining Related Words, Register Variation and Historical Change" introduces new software techniques for word frequency analysis. Christian Kay's "Issues for Historical and Regional Corpora: First Catch Your Word" recommends strategies for identifying the `same' word as its spelling varies across documents. Mike Scott's "In Search of a Bad Reference Corpus" demonstrates the robustness of identifying key words by comparing specialized and standardized "reference" documents. This works even when reference texts are chosen...unwisely.
Finally, three chapters present research that applies word frequency analysis. Tony McEnery's "Keywords and Moral Panics: Mary Whitehouse and Media Censorship" examines linguistic indicators of public outrage and response to `offensive' behavior. Paul Baker's "'The question is, how cruel is it?' Keywords, Foxhunting and the House of Commons" uses word frequency profiles to compare arguments for and against banning fox hunting. The focus of the Dawn Archer, Jonathan Culpeper, Paul Rayson collaboration "Love - `a familiar or a devil?' An Exploration of Key Domains in Shakespeare's Comedies and Tragedies" is obvious. The researchers use a "key domain" technique to ensure that low frequency words indicating important concept categories are "counted" in their analysis.
Each of the chapters is well-referenced and a sizeable Bibliography points readers on to further enlightenment. The book is most valuable to those already familiar with word frequency analysis, but is also accessible to the determined novice. It might be wise to borrow this one from a library first to assess the benefit of adding it to your own shelf. I bought it and have no regrets.
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