Authorship Attribution
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Authorship Attribution
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Author : Patrick Juola
language : en
Publisher: Now Publishers Inc
Release Date : 2008
Authorship Attribution written by Patrick Juola and has been published by Now Publishers Inc this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Authorship, Disputed categories.
Authorship Attribution surveys the history and present state of the discipline, presenting some comparative results where available. It also provides a theoretical and empirically-tested basis for further work. Many modern techniques are described and evaluated, along with some insights for application for novices and experts alike.
Authorship Attribution In Turkish Texts
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Author : Hülya Kocagül Yüzer
language : en
Publisher: Artsürem
Release Date : 2022-12-31
Authorship Attribution In Turkish Texts written by Hülya Kocagül Yüzer and has been published by Artsürem this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-31 with Language Arts & Disciplines categories.
The latest developments in the field of computer technology have created new ways to share information without time and space limits. Computer technologies have not only made life easier and more accessible for users, but they have also opened up a new arena for illegal activities. These illegal actions have found an opportunity to spread via e-mails, websites, Internet chat rooms, forum pages, and social networking websites (like Facebook, Twitter, Instagram). Online contributors do not need to provide information such as their real names, the city where they live, age or gender in order to share their opinions, and such feelings of anonymity encourage criminal activities. Thus, disputed authorship cases have become one of the main challenges of the technological era. This research is a corpus-based simulated authorship casework application in Turkish. Texts for the corpora were collected from a collaborative online encyclopaedia – Eksi Sozluk (Sour Times) and Twitter. The corpus consists of 900 texts from 52 authors in total. However, 105 texts belong to seven authors from Twitter. The two methodological approaches that were applied are qualitative and statistical methods, according to Grant’s (2013) approach. Ten different tests were applied, depending on the various parameters that are forensically possible in real-world cases. Accordingly, the role of feature type, size, including the candidate author size, text size and a limited number of texts per author and finally cross-genre application were tested. The analyses revealed that such a combined approach has promising results in some tests in that they attributed authorship in Turkish. The findings of the research indicated that there is the potential to attribute unknown authors in Turkish and it appears that the results have significant conclusions for the broader application of forensic authorship attribution techniques in Turkish texts. Keywords: Authorship Attribution, Turkish, Forensic Linguistics, Authorship Analysis
Versification And Authorship Attribution
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Author : Petr Plecháč
language : en
Publisher: Charles University in Prague, Karolinum Press
Release Date : 2021-07-01
Versification And Authorship Attribution written by Petr Plecháč and has been published by Charles University in Prague, Karolinum Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-01 with Literary Criticism categories.
The technique known as contemporary stylometry uses different methods, including machine learning, to discover a poem’s author based on features like the frequencies of words and character n-grams. However, there is one potential textual fingerprint stylometry tends to ignore: versification, or the very making of language into verse. Using poetic texts in three different languages (Czech, German, and Spanish), Petr Plecháč asks whether versification features like rhythm patterns and types of rhyme can help determine authorship. He then tests its findings on two unsolved literary mysteries. In the first, Plecháč distinguishes the parts of the Elizabethan verse play The Two Noble Kinsmen written by William Shakespeare from those written by his coauthor, John Fletcher. In the second, he seeks to solve a case of suspected forgery: how authentic was a group of poems first published as the work of the nineteenth-century Russian author Gavriil Stepanovich Batenkov? This book of poetic investigation should appeal to literary sleuths the world over.
Scalability Issues In Authorship Attribution
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Author : Kim Luyckx
language : en
Publisher: ASP / VUBPRESS / UPA
Release Date : 2011-08
Scalability Issues In Authorship Attribution written by Kim Luyckx and has been published by ASP / VUBPRESS / UPA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-08 with Computers categories.
Provides an in-depth and systematic study of the so-called scalability issues in authorship attribution -- the task that aims to identify the author of a text, given a model of authorial style based on texts of known authorship. Computational authorship attribution does not rely on in-depth reading, but rather automates the process. This book investigates the behavior of a text categorization approach to the task when confronted with scalability issues. By addressing the issues of experimental design, data size, and author set size, the dissertation demonstrates whether the approach taken is valid in experiments with limited or sufficient data, and with small or large sets of authors.
Machine Learning Methods For Stylometry
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Author : Jacques Savoy
language : en
Publisher: Springer Nature
Release Date : 2020-09-28
Machine Learning Methods For Stylometry written by Jacques Savoy and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-28 with Computers categories.
This book presents methods and approaches used to identify the true author of a doubtful document or text excerpt. It provides a broad introduction to all text categorization problems (like authorship attribution, psychological traits of the author, detecting fake news, etc.) grounded in stylistic features. Specifically, machine learning models as valuable tools for verifying hypotheses or revealing significant patterns hidden in datasets are presented in detail. Stylometry is a multi-disciplinary field combining linguistics with both statistics and computer science. The content is divided into three parts. The first, which consists of the first three chapters, offers a general introduction to stylometry, its potential applications and limitations. Further, it introduces the ongoing example used to illustrate the concepts discussed throughout the remainder of the book. The four chapters of the second part are more devoted to computer science with a focus on machine learning models. Their main aim is to explain machine learning models for solving stylometric problems. Several general strategies used to identify, extract, select, and represent stylistic markers are explained. As deep learning represents an active field of research, information on neural network models and word embeddings applied to stylometry is provided, as well as a general introduction to the deep learning approach to solving stylometric questions. In turn, the third part illustrates the application of the previously discussed approaches in real cases: an authorship attribution problem, seeking to discover the secret hand behind the nom de plume Elena Ferrante, an Italian writer known worldwide for her My Brilliant Friend’s saga; author profiling in order to identify whether a set of tweets were generated by a bot or a human being and in this second case, whether it is a man or a woman; and an exploration of stylistic variations over time using US political speeches covering a period of ca. 230 years. A solutions-based approach is adopted throughout the book, and explanations are supported by examples written in R. To complement the main content and discussions on stylometric models and techniques, examples and datasets are freely available at the author’s Github website.
Attributing Authorship
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Author : Harold Love
language : en
Publisher: Cambridge University Press
Release Date : 2002-06-20
Attributing Authorship written by Harold Love and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-06-20 with Language Arts & Disciplines categories.
Recent literary scholarship has seen a shift of interest away from questions of attribution. Yet these questions remain urgent and important for any historical study of writing, and have been given a powerful new impetus by advances in statistical studies of language and the coming on line of large databases of texts in machine-searchable form. The present book is the first comprehensive survey of the field from a literary perspective to appear for forty years. It covers both traditional and computer based approaches to attribution, and evaluates each in respect of their potentialities and limitations. It revisits a number of famous controversies, including those concerning the authorship of the Homeric poems, books from the Old and New Testaments, and the plays of Shakespeare. Written with wit as well as erudition Attributing Authorship will make this intriguing field accessible for students and scholars alike.
Authorship Attribution In A Forensic Context
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Author : Timothy David Grant
language : en
Publisher:
Release Date : 2005
Authorship Attribution In A Forensic Context written by Timothy David Grant and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.
Chances And Challenges Of Computer Assisted Authorship Attribution
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Author : Lea Manthey
language : en
Publisher: GRIN Verlag
Release Date : 2015-01-26
Chances And Challenges Of Computer Assisted Authorship Attribution written by Lea Manthey and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-01-26 with Literary Criticism categories.
Research Paper (undergraduate) from the year 2014 in the subject English Language and Literature Studies - Literature, grade: 2,3, Justus-Liebig-University Giessen, language: English, abstract: Is a certain piece written by Shakespeare or is it not? This question and others,regarding different authors and a plethora of anonymous works, has been askedmultiple times but still remains unacknowledged for many cases.This paper presents a comparison of traditional and computer assisted approaches of Authorship Attribution Studies. The main part of this work consists of chapter four, where the chances of computer assisted authorship attribution will be confronted with it's general challenges, after the most recent techniques are explained. Chapter 4.4 draws a line to forensic linguistics, another specific field of application, where authorship attribution becomes increasingly important. The last chapter summarizes the key points of the paper and outlines the most important findings, concerning (computer assisted) authorship attribution in general and it's impact on literary history in particular.
Authorship Attribution Based On Specific Vocabulary
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Author :
language : en
Publisher:
Release Date :
Authorship Attribution Based On Specific Vocabulary written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
The Ascension Of Authorship
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Author : Jed Wyrick
language : en
Publisher: Harvard Studies in Comparative
Release Date : 2004
The Ascension Of Authorship written by Jed Wyrick and has been published by Harvard Studies in Comparative this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with History categories.
Tracing the history of the idea of the author beginning with attribution practices of Second Temple and Rabbinic Judaism, Wyrick argues that the fusion of Jewish and Hellenistic approaches to attribution helped lead to Augustine's reinvention of the writer of scripture as an author whose texts were governed by both divine will and human intent.
