TY - JOUR
TI - Style-Markers in Authorship Attribution A Cross-Language Study of the Authorial Fingerprint
AU - Eder, Maciej
TI - Style-Markers in Authorship Attribution A Cross-Language Study of the Authorial Fingerprint
AB - The present study addresses one of the theoretical problems of computer-assisted authorship attribution, namely the question which traceable features of language can betray authorial uniqueness (a stylistic fingerprint) of literary texts. A number of recent approaches show that apart from lexical measures — especially those relying on the frequencies of the most frequent words — also some other features of written language are considerably effective as discriminators of authorial style. However, there have been no attempts to compare the attribution potential of these features. The aim of the present study, then, was to examine the effectiveness of several style-markers in authorship attribution. The style-markers chosen for the empirical investigation are those that can be retrieved from a non-lemmatized corpus of plain text files, such as the most frequent words, word bi-grams, different letter sequences, and markers of different nature, combined in one sample. Equally important, however, was to compare usefulness of the chosen style-markers across a few languages: English, Polish, German, and Latin. The results confirmed a high attribution effectiveness of word-based style-markers in the English corpus, but the alternative markers are shown to be usually more effective in the other languages.
VL - Volume 6 (2011)
IS - Vol. 6, Issue 1
PY - 2011
SN - 1732-8160
C1 - 2300-5920
SP - 99
EP - 114
UR - https://ejournals.eu/en/journal/studies-in-polish-linguistics/article/style-markers-in-authorship-attribution-a-cross-language-study-of-the-authorial-fingerprint
KW - Kurpian phonology
KW - vowels
KW - Optimality Theory
KW - Polish dialects
KW - Polish phonology