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Author: John Frederick Burrows Publisher: Oxford University Press, USA ISBN: Category : Language Arts & Disciplines Languages : en Pages : 280
Book Description
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.
Author: John Frederick Burrows Publisher: Oxford University Press, USA ISBN: Category : Language Arts & Disciplines Languages : en Pages : 280
Book Description
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.
Author: Stephen Ramsay Publisher: University of Illinois Press ISBN: 0252093445 Category : Literary Criticism Languages : en Pages : 114
Book Description
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.
Author: Susan Schreibman Publisher: John Wiley & Sons ISBN: 1405168064 Category : Literary Criticism Languages : en Pages : 642
Book Description
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.
Author: Osvaldo A. Martin Publisher: CRC Press ISBN: 1000520048 Category : Computers Languages : en Pages : 420
Book Description
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.
Author: Elaine Hedges Professor of English and Director of Women's Studies Towson State University Publisher: Oxford University Press, USA ISBN: 0199762759 Category : Languages : en Pages : 338
Author: Evelyn Gajowski Publisher: Bloomsbury Publishing ISBN: 1350093246 Category : Literary Criticism Languages : en Pages : 392
Book Description
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.
Author: Marcin Miłkowski Publisher: MIT Press ISBN: 0262018861 Category : Computers Languages : en Pages : 257
Book Description
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.
Author: Edward Copeland Publisher: Cambridge University Press ISBN: 1139826212 Category : Literary Criticism Languages : en Pages : 303
Book Description
Jane Austen's stock in the popular marketplace has never been higher, while academic studies continue to uncover new aspects of her engagement with her world. This fully updated edition of the acclaimed Cambridge Companion offers clear, accessible coverage of the intricacies of Austen's works in their historical context, with biographical information and suggestions for further reading. Major scholars address Austen's six novels, the letters and other works, in terms accessible to students and the many general readers, as well as to academics. With seven new essays, the Companion now covers topics that have become central to recent Austen studies, for example, gender, sociability, economics, and the increasing number of screen adaptations of the novels.
Author: Franco Moretti Publisher: Verso Books ISBN: 1781683336 Category : Literary Criticism Languages : en Pages : 257
Book Description
WINNER OF THE NATIONAL BOOK CRITICS CIRCLE AWARD How does a literary historian end up thinking in terms of z-scores, principal component analysis, and clustering coefficients? The essays in Distant Reading led to a new and often contested paradigm of literary analysis. In presenting them here Franco Moretti reconstructs his intellectual trajectory, the theoretical influences over his work, and explores the polemics that have often developed around his positions. From the evolutionary model of “Modern European Literature,” through the geo-cultural insights of “Conjectures of World Literature” and “Planet Hollywood,” to the quantitative findings of “Style, inc.” and the abstract patterns of “Network Theory, Plot Analysis,” the book follows two decades of conceptual development, organizing them around the metaphor of “distant reading,” that has come to define—well beyond the wildest expectations of its author—a growing field of unorthodox literary studies.
Author: James E Dobson Publisher: University of Illinois Press ISBN: 0252051114 Category : Language Arts & Disciplines Languages : en Pages : 282
Book Description
Can established humanities methods coexist with computational thinking? It is one of the major questions in humanities research today, as scholars increasingly adopt sophisticated data science for their work. James E. Dobson explores the opportunities and complications faced by humanists in this new era. Though the study and interpretation of texts alongside sophisticated computational tools can serve scholarship, these methods cannot replace existing frameworks. As Dobson shows, ideas of scientific validity cannot easily nor should be adapted for humanities research because digital humanities, unlike science, lack a leading-edge horizon charting the frontiers of inquiry. Instead, the methods of digital humanities require a constant rereading. At the same time, suspicious and critical readings of digital methodologies make it unwise for scholars to defer to computational methods. Humanists must examine the tools--including the assumptions that went into the codes and algorithms--and questions surrounding their own use of digital technology in research. Insightful and forward thinking, Critical Digital Humanities lays out a new path of humanistic inquiry that merges critical theory and computational science.
Author: John Frederick Burrows
Author: John Frederick Burrows
Author: Stephen Ramsay
Author: Susan Schreibman
Author: Osvaldo A. Martin
Author: Elaine Hedges Professor of English and Director of Women's Studies Towson State University
Author: Evelyn Gajowski
Author: Marcin Miłkowski
Author: Edward Copeland
Author: Franco Moretti
Author: James E Dobson