Measuring the Usefulness of Function Words for Authorship Attribution

نویسنده

  • Shlomo Argamon
چکیده

S ome forty years ago, Mosteller and Wallace suggested in their influential work on the Federalist Papers that a small number of the most frequent words in a language ('function words') could usefully serve as indicators of authorial style. The decades since have seen this work taken up in many ways including both the use of new analysis techniques (discriminant analysis, PCA, neural networks, and more), as well as the search for more sophisticated features by which to capture stylistic properties of texts. Interestingly, while use of more sophisticated models and algorithms have often led to more reliable and generally applicable results, it has proven quite difficult to improve on the general usefulness of function words for stylistic attribution. Indeed, John F. Burrows in his seminal work on Jane Austen has demonstrated that function words can be quite effectively used for attributing text passages to different authors, novels, or individual characters.

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تاریخ انتشار 2005