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dc.contributor.authorEgan, Gabrielen
dc.contributor.authorSegarra, Santiagoen
dc.contributor.authorEisen, Marken
dc.contributor.authorRibeiro, Alejandroen
dc.date.accessioned2017-10-04T09:32:06Z
dc.date.available2017-10-04T09:32:06Z
dc.date.issued2017-12-08
dc.identifier.citationSegarra, S., Eisen, M., Egan, G. and Ribeiro, A. (2018) Stylometric analysis of Early Modern English plays. Digital Scholarship in the Humanities, 33 (1), pp. 500-528en
dc.identifier.issn2055-7671
dc.identifier.urihttp://hdl.handle.net/2086/14561
dc.descriptionThe 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.en
dc.description.abstractFunction 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.en
dc.publisherDigital Scholarship in the Humanitiesen
dc.subjectcomputational stylisticsen
dc.subjectauthorship attributionen
dc.subjectWilliam Shakespeareen
dc.subjectword adjacency networksen
dc.titleStylometric analysis of Early Modern English playsen
dc.typeArticleen
dc.identifier.doihttps://doi.org/10.1093/llc/fqx059
dc.researchgroupCentre for Textual Studies (CTS)en
dc.peerreviewedYesen
dc.funderAHRC (Arts and Humanities Research Council)en
dc.projectidAH/N007654/1en
dc.cclicenceCC BYen
dc.date.acceptance2017-08-01en
dc.researchinstituteInstitute of Englishen


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