Methodological observations concerning word rankings and z-score refinements

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  • Hartmut Ilsemann

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OriginalspracheEnglisch
Seiten (von - bis)185-190
Seitenumfang6
FachzeitschriftDigital Scholarship in the Humanities
Jahrgang39
Ausgabenummer1
Frühes Online-Datum3 Nov. 2023
PublikationsstatusVeröffentlicht - Apr. 2024

Abstract

This article evaluates word rankings suggested by Ary L. Goldberger, Albert C. Yang, and C. Peng as a means of establishing the authorship of texts in the light of Delta, developed by John Burrows at about the same time. The tests carried out with high ranking function words and results established with the more modern approaches of Rolling Delta, Rolling Classify, and the General Imposters method give clear evidence that word rankings only return crude and unreliable results that cannot keep up with nontraditional modern methods. Even though the stylistic difference between Marlowe and Shakespeare plays could be stated, word rankings failed to recognize Shakespearean stylistics in The Jew of Malta, Edward II, and Doctor Faustus. It was only through the use of z-scores that a wider vocabulary provided a larger degree of differentiation.

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Methodological observations concerning word rankings and z-score refinements. / Ilsemann, Hartmut.
in: Digital Scholarship in the Humanities, Jahrgang 39, Nr. 1, 04.2024, S. 185-190.

Publikation: Beitrag in FachzeitschriftArtikelForschungPeer-Review

Ilsemann H. Methodological observations concerning word rankings and z-score refinements. Digital Scholarship in the Humanities. 2024 Apr;39(1):185-190. Epub 2023 Nov 3. doi: 10.1093/llc/fqad079
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