A Prototype for Authorship Attribution Studies.
Despite a century of research, statistical and computational methods for authorship attribution are neither reliable, well-regarded, widely used, or well-understood. This article presents a survey of the current state of the art as well as a framework for uniform and unified development of a tool to...
| Publicado en: | Literary & Linguistic Computing Vol. 21; no. 2; pp. 169 - 179 |
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| Autores principales: | , , |
| Formato: | Artículo |
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Oxford University Press / USA
Jun2006
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=21862115&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 21862115 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 02681145 BJ1 jtl: Literary & Linguistic Computing issn: 02681145 maglogo: N pubinfo: dt: Jun2006 vid: 21 iid: 2 pid: 622 pub: Oxford University Press / USA artinfo: ui: 21862115 10.1093/llc/fql019 ppf: 169 ppct: 10 formats: fmt: @attributes: type: P size: 102KB tig: atl: A Prototype for Authorship Attribution Studies. aug: au: Juola, Patrick Sofko, John Brennan, Patrick affil: Duquesne University, Pittsburgh su: Authorship Attribution (Social psychology) Computational linguistics Algorithms Theory of knowledge Mathematical linguistics sug: subj: Authorship Attribution (Social psychology) Computational linguistics Algorithms Theory of knowledge Mathematical linguistics ab: Despite a century of research, statistical and computational methods for authorship attribution are neither reliable, well-regarded, widely used, or well-understood. This article presents a survey of the current state of the art as well as a framework for uniform and unified development of a tool to apply the state of the art, despite the wide variety of methods and techniques used. The usefulness of the framework is confirmed by the development of a tool using that framework that can be applied to authorship analysis by researchers without a computing specialization. Using this tool, it may be possible both to expand the pool of available researchers as well as to enhance the quality of the overall solutions [for example, by incorporating improved algorithms as discovered through empirical analysis (]uola, P. (2004a). Ad-hoc Authorship Attribution Competition. In Proceedings 2004 Joint International Conference of the Association for Literary and Linguistic Computing and the Association for Computers and the Humanities (ALLC/ACH 2004), Göteborg, Sweden)]. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y custom: © 2019 EADH: The European Association for Digital Humanities. item: Literary & Linguistic Computing holder: Oxford University Press / USA dt: @attributes: year: 2006 holdings: @attributes: islocal: N |
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