The Anonymous 1821 Translation of Goetheas Faustus: A Cluster Analytic Approach
Keywords:
vector space, PCA, MDS, SOM, Isomap, Centroid, variance, stylometric, authorship verification
Abstract
The present article tests that result. The approach to test this result is stylometric. Specifically, function word usage is selected as the stylometric criterion, and 80 function words are used to define a 73-dimensional function word frequency profile vector for each text in the corpus of Coleridge's literary works and for a selection of works by a range of contemporary English authors. Each profile vector is a point in 80-dimensional vector space, and 5 different cluster analytic methods are used to determine the distribution of profile vectors in the space. If the result being tested is valid, then the profile for the 1821 translation should be closer in the space to works known to be by Coleridge than to works by the other authors.
Downloads
- Article PDF
- TEI XML Kaleidoscope (download in zip)* (Beta by AI)
- Lens* NISO JATS XML (Beta by AI)
- HTML Kaleidoscope* (Beta by AI)
- DBK XML Kaleidoscope (download in zip)* (Beta by AI)
- LaTeX pdf Kaleidoscope* (Beta by AI)
- EPUB Kaleidoscope* (Beta by AI)
- MD Kaleidoscope* (Beta by AI)
- FO Kaleidoscope* (Beta by AI)
- BIB Kaleidoscope* (Beta by AI)
- LaTeX Kaleidoscope* (Beta by AI)
How to Cite
References
Frederick Burwick, James Mckusick (2007) Faustus from the German of Goethe Translated by Samuel Taylor Coleridge.
Moshe Koppel, J Schler, S Argamon (2009) Computational methods in authorship attribution. 60, 9-26.
M Koppel, J Schler (2008) Unknown Title.
Patric Juola (2006) Authorship attribution. 1, 233-334.
Brian Everitt, Sabine Landau, Morven Leese, Daniel Stahl (2001) Cluster Analysis.
Michael Anderberg (1973) Cluster analysis for applications.
Charles Romesburg (1984) Cluster Analysis for Researchers.
Hermann Moisl (2015) Cluster Analysis for Corpus Linguistics.
J Hair, W Black, B Babin, R Anderson (2010) Multivariate Data Analysis.
C Bishop (1995) Neural Networks for Pattern Recognition.
Teuvo Kohonen (2001) Self-Organizing Maps.
J Lee, M Verleysen (2007) Nonlinear Dimensionality Reduction.
Jack Grieve (2007) Quantitative Authorship Attribution: An Evaluation of Techniques. 22(3), 251-270.
S Argamon, S Levitan (2005) Unknown Title.
David Holmes (1998) The Evolution of Stylometry in humanities scholarship. 13, 111-117.
Published
2016-01-09
Issue
Section
License
Copyright (c) 2015 Authors and Global Journals Private Limited

This work is licensed under a Creative Commons Attribution 4.0 International License.