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Computation Into Criticism

Computation Into Criticism
Author: John Frederick Burrows
Publisher: Oxford University Press, USA
Total Pages: 280
Release: 1987
Genre: Language Arts & Disciplines
ISBN:

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In this book, John Burrows reveals that prepositions, conjunctions, personal pronouns, and articles--the part of speech that make up at least one third of fictional works in English--can tell us a great deal about the characters who speak them. By computing the frequency which with characters use words such as "the," "of," "it," and "I", it becomes possible to study character development in an even clearer light than before. What emerges from this unique study is the groundwork for more authoritative literary judgements.


A Companion to Digital Humanities

A Companion to Digital Humanities
Author: Susan Schreibman
Publisher: John Wiley & Sons
Total Pages: 642
Release: 2008-03-03
Genre: Literary Criticism
ISBN: 1405168064

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This Companion offers a thorough, concise overview of the emerging field of humanities computing. Contains 37 original articles written by leaders in the field. Addresses the central concerns shared by those interested in the subject. Major sections focus on the experience of particular disciplines in applying computational methods to research problems; the basic principles of humanities computing; specific applications and methods; and production, dissemination and archiving. Accompanied by a website featuring supplementary materials, standard readings in the field and essays to be included in future editions of the Companion.


Reading Machines

Reading Machines
Author: Stephen Ramsay
Publisher: University of Illinois Press
Total Pages: 114
Release: 2011-12-01
Genre: Literary Criticism
ISBN: 0252093445

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Besides familiar and now-commonplace tasks that computers do all the time, what else are they capable of? Stephen Ramsay's intriguing study of computational text analysis examines how computers can be used as "reading machines" to open up entirely new possibilities for literary critics. Computer-based text analysis has been employed for the past several decades as a way of searching, collating, and indexing texts. Despite this, the digital revolution has not penetrated the core activity of literary studies: interpretive analysis of written texts. Computers can handle vast amounts of data, allowing for the comparison of texts in ways that were previously too overwhelming for individuals, but they may also assist in enhancing the entirely necessary role of subjectivity in critical interpretation. Reading Machines discusses the importance of this new form of text analysis conducted with the assistance of computers. Ramsay suggests that the rigidity of computation can be enlisted in the project of intuition, subjectivity, and play.


Bayesian Modeling and Computation in Python

Bayesian Modeling and Computation in Python
Author: Osvaldo A. Martin
Publisher: CRC Press
Total Pages: 420
Release: 2021-12-28
Genre: Computers
ISBN: 1000520048

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Bayesian Modeling and Computation in Python aims to help beginner Bayesian practitioners to become intermediate modelers. It uses a hands on approach with PyMC3, Tensorflow Probability, ArviZ and other libraries focusing on the practice of applied statistics with references to the underlying mathematical theory. The book starts with a refresher of the Bayesian Inference concepts. The second chapter introduces modern methods for Exploratory Analysis of Bayesian Models. With an understanding of these two fundamentals the subsequent chapters talk through various models including linear regressions, splines, time series, Bayesian additive regression trees. The final chapters include Approximate Bayesian Computation, end to end case studies showing how to apply Bayesian modelling in different settings, and a chapter about the internals of probabilistic programming languages. Finally the last chapter serves as a reference for the rest of the book by getting closer into mathematical aspects or by extending the discussion of certain topics. This book is written by contributors of PyMC3, ArviZ, Bambi, and Tensorflow Probability among other libraries.


Computational Stylistics in Poetry, Prose, and Drama

Computational Stylistics in Poetry, Prose, and Drama
Author: Anne-Sophie Bories
Publisher: Walter de Gruyter GmbH & Co KG
Total Pages: 242
Release: 2022-12-19
Genre: Literary Criticism
ISBN: 3110781506

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This volume responds to the current interest in computational and statistical methods to describe and analyse metre, style, and poeticity, particularly insofar as they can open up new research perspectives in literature, linguistics, and literary history. The contributions are representative of the diversity of approaches, methods, and goals of a thriving research community. Although most papers focus on written poetry, including computer-generated poetry, the volume also features analyses of spoken poetry, narrative prose, and drama. The contributions employ a variety of methods and techniques ranging from motif analysis, network analysis, machine learning, and Natural Language Processing. The volume pays particular attention to annotation, one of the most basic practices in computational stylistics. This contribution to the growing, dynamic field of digital literary studies will be useful to both students and scholars looking for an overview of current trends, relevant methods, and possible results, at a crucial moment in the development of novel approaches, when one needs to keep in mind the qualitative, hermeneutical benefit made possible by such quantitative efforts.


Listening to Silences : New Essays in Feminist Criticism

Listening to Silences : New Essays in Feminist Criticism
Author: Elaine Hedges Professor of English and Director of Women's Studies Towson State University
Publisher: Oxford University Press, USA
Total Pages: 338
Release: 1994-09-22
Genre:
ISBN: 0199762759

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Explaining the Computational Mind

Explaining the Computational Mind
Author: Marcin Miłkowski
Publisher: MIT Press
Total Pages: 257
Release: 2013
Genre: Computers
ISBN: 0262018861

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In this work, Marcin Milkowski argues that the mind can be explained computationally because it is itself computational - whether it engages in mental arithmetic, parses natural language, or processes the auditory signals that allow us to experience music.


Thomas Pynchon and the Digital Humanities

Thomas Pynchon and the Digital Humanities
Author: Erik Ketzan
Publisher: Bloomsbury Publishing
Total Pages: 252
Release: 2021-11-18
Genre: Literary Criticism
ISBN: 1350211850

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Thomas Pynchon's style has dazzled and bewildered readers and critics since the 1960s, and this book employs computational methods from the digital humanities to reveal heretofore unknown stylistic trends over the course of Pynchon's career, as well as challenge critical assumptions regarding foregrounded and supposedly “Pynchonesque” stylistic features: ambiguity/vagueness, acronyms, ellipsis marks, profanity, and archaic stylistics in Mason & Dixon. As the first book-length stylistic or computational stylistic examination of Pynchon's oeuvre, Thomas Pynchon and the Digital Humanities provides a groundwork of stylistic experiments and interpretations, with over 60 graphs and tables, presented in a manner in which both technical and non-technical audiences may follow.


The Arden Research Handbook of Contemporary Shakespeare Criticism

The Arden Research Handbook of Contemporary Shakespeare Criticism
Author: Evelyn Gajowski
Publisher: Bloomsbury Publishing
Total Pages: 392
Release: 2020-10-15
Genre: Literary Criticism
ISBN: 1350093246

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The Arden Research Handbook of Contemporary Shakespeare Criticism is a wide-ranging, authoritative guide to research on critical approaches to Shakespeare by an international team of leading scholars. It contains chapters on 20 specific critical practices, each grounded in analysis of a Shakespeare play. These practices range from foundational approaches including character studies, close reading and genre studies, through those that emerged in the 1970s and 1980s that challenged the preconceptions on which traditional liberal humanism is based, including feminism, cultural materialism and new historicism. Perspectives drawn from postcolonial, queer studies and critical race studies, besides more recent critical practices including presentism, ecofeminism and cognitive ethology all receive detailed treatment. In addition to its coverage of distinct critical approaches, the handbook contains various sections that provide non-specialists with practical help: an A–Z glossary of key terms and concepts, a chronology of major publications and events, an introduction to resources for study of the field and a substantial annotated bibliography.


Critiques of Knowing

Critiques of Knowing
Author: Lynette Hunter
Publisher: Routledge
Total Pages: 266
Release: 2002-03-11
Genre: Philosophy
ISBN: 1134738536

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Critiques of Knowing explores what happens to science and computing when we think of them as texts. Lynette Hunter elegantly weaves together vast areas of thought: rhetoric, politics, AI, computing, feminism, science studies, aesthetics and epistemology. Critiques of Knowing shows us that what we need is a radical shake-up of approaches to the arts if the critiques of science and computing are to come to any fruition.