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A Theory of Linguistic Individuality for Authorship Analysis
Taschenbuch von Andrea Nini
Sprache: Englisch

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Beschreibung
Authorship analysis is the process of determining who produced a questioned text by language analysis. Although there has been significant success in the performance of computational methods to solve this problem in recent years, these are often methods that are not amenable to interpretation. Authorship analysis is in all effects an area of computer science with very little linguistics or cognitive science. This Element introduces a Theory of Linguistic Individuality that, starting from basic notions of cognitive linguistics, establishes a formal framework for the mathematical modelling of language processing that is then applied to three computational experiments, including using the likelihood ratio framework. The results propose new avenues of research and a change of perspective in the way authorship analysis is currently carried out.
Authorship analysis is the process of determining who produced a questioned text by language analysis. Although there has been significant success in the performance of computational methods to solve this problem in recent years, these are often methods that are not amenable to interpretation. Authorship analysis is in all effects an area of computer science with very little linguistics or cognitive science. This Element introduces a Theory of Linguistic Individuality that, starting from basic notions of cognitive linguistics, establishes a formal framework for the mathematical modelling of language processing that is then applied to three computational experiments, including using the likelihood ratio framework. The results propose new avenues of research and a change of perspective in the way authorship analysis is currently carried out.
Inhaltsverzeichnis
Series Preface; 1. Introduction; 2. Formal Grounding for a Theory of Linguistic Individuality; 3. Applying the Theory to Authorship Analysis; 4. Discussion; 5. Moving Forward; References.
Details
Erscheinungsjahr: 2023
Genre: Allg. & vergl. Sprachwissenschaft
Rubrik: Sprachwissenschaft
Medium: Taschenbuch
Seiten: 75
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781108971386
ISBN-10: 1108971385
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Nini, Andrea
Hersteller: Cambridge University Press
Maße: 224 x 149 x 6 mm
Von/Mit: Andrea Nini
Erscheinungsdatum: 15.06.2023
Gewicht: 0,174 kg
Artikel-ID: 126673424
Inhaltsverzeichnis
Series Preface; 1. Introduction; 2. Formal Grounding for a Theory of Linguistic Individuality; 3. Applying the Theory to Authorship Analysis; 4. Discussion; 5. Moving Forward; References.
Details
Erscheinungsjahr: 2023
Genre: Allg. & vergl. Sprachwissenschaft
Rubrik: Sprachwissenschaft
Medium: Taschenbuch
Seiten: 75
Inhalt: Kartoniert / Broschiert
ISBN-13: 9781108971386
ISBN-10: 1108971385
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Nini, Andrea
Hersteller: Cambridge University Press
Maße: 224 x 149 x 6 mm
Von/Mit: Andrea Nini
Erscheinungsdatum: 15.06.2023
Gewicht: 0,174 kg
Artikel-ID: 126673424
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