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    Stylometric analysis of Early Modern English plays

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    Date
    2017-12-08
    Author
    Egan, Gabriel;
    Segarra, Santiago;
    Eisen, Mark;
    Ribeiro, Alejandro
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    Abstract
    Function word adjacency networks (WANs) are used to study the authorship of plays from the Early Modern English period. In these networks, nodes are function words and directed edges between two nodes represent the likelihood of ordered co-appearance of the two words. For every analyzed play a WAN is constructed and these are aggregated to generate author profile networks. We first study the similarity of writing styles between Early English playwrights by comparing the profile WANs. The accuracy of using WANs for authorship attribution is then demonstrated by attributing known plays among six popular playwrights. The WAN method is shown to additionally outperform other frequency-based methods on attributing Early English plays. This high classification power is then used to investigate the authorship of anonymous plays. Moreover, WANs are shown to be reliable classifiers even when attributing collaborative plays. For several plays of disputed coauthorship, a deeper analysis is performed by attributing every act and scene separately, in which we both corroborate existing breakdowns and provide evidence of new assignments. Finally, the impact of genre on attribution accuracy is examined revealing that the genre of a play partially conditions the choice of the function words used in it.
    Description
    The file attached to this record is the author's final peer reviewed version. The Publisher's final version can be found by following the DOI link.
    Citation : Segarra, S., Eisen, M., Egan, G. and Ribeiro, A. (2018) Stylometric analysis of Early Modern English plays. Digital Scholarship in the Humanities, 33 (1), pp. 500-528
    URI
    http://hdl.handle.net/2086/14561
    DOI
    https://doi.org/10.1093/llc/fqx059
    ISSN : 2055-7671
    Research Group : Centre for Textual Studies (CTS)
    Research Institute : Institute of English
    Peer Reviewed : Yes
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    • School of Humanities [1781]

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