Zeitschrift für digitale Geisteswissenschaften (Dec 2017)

»Delta« in der stilometrischen Autorschaftsattribution

  • Andreas Büttner,
  • Friedrich Michael Dimpel,
  • Stefan Evert,
  • Fotis Jannidis,
  • Steffen Pielström,
  • Thomas Proisl,
  • Isabella Reger,
  • Christof Schöch,
  • Thorsten Vitt

DOI
https://doi.org/10.17175/2017_006
Journal volume & issue
no. 06

Abstract

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In this article, we present current stylometric studies on Delta. (1) We discuss why the use of cosine similarity improves the rate of success; our experiments on vector normalization lead to a better understanding of how Delta works. (2) Based on a corpus of Middle High German texts, we show that metrical properties can also be used for authorship attribution. The degree to which Delta is influenced by non-normalized medieval spellings is also investigated. (3) Using a corpus of Arabic-Latin translations, we explore how selective feature elimination can be used to separate the translator signal from the genre signal.

Keywords