Title Details: | |
Stylometric Authorship Attribution with Two Candidates |
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Authors: |
Mikros, George |
Reviewer: |
Markopoulos, Georgios |
Subject: | HUMANITIES AND ARTS > LINGUISTICS > FIELDS OF LINGUISTICS > DESCRIPTIVE LINGUISTICS > COMPUTATIONAL LINGUISTICS |
Description: | |
Abstract: |
This chapter introduces the reader to the purely experimental aspect of computational stylistics. It describes the basic methodology for investigating texts of disputed authorship, which includes developing an appropriate corpus, measuring the relevant stylometric features, training a suitable statistical algorithm, and evaluating the achieved machine learning performance. The specific case where the disputed text comes from two potential authors is examined, and the use of logistic regression as a machine learning algorithm is introduced.
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Linguistic Editors: |
Segkouli, Sofia |
Technical Editors: |
Theodoraki, Alexandra |
Graphic Editors: |
Theodoraki, Alexandra |
Type: |
Chapter |
Creation Date: | 2015 |
Item Details: | |
License: |
Attribution – NonCommercial – NoDerivatives 4.0 International (CC BY-NC-ND 4.0) |
Handle | http://hdl.handle.net/11419/4864 |
Bibliographic Reference: | Mikros, G. (2015). Stylometric Authorship Attribution with Two Candidates [Chapter]. In Mikros, G. 2015. Computational Stylistics [Undergraduate textbook]. Kallipos, Open Academic Editions. https://hdl.handle.net/11419/4864 |
Language: |
Greek |
Is Part of: |
Computational Stylistics |
Publication Origin: |
Kallipos, Open Academic Editions |