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Stylistics Stylometry And Sentiment Analysis In German Studies
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Book Synopsis Stylistics, Stylometry and Sentiment Analysis in German Studies by : Massimo Salgaro
Download or read book Stylistics, Stylometry and Sentiment Analysis in German Studies written by Massimo Salgaro and published by V&R unipress. This book was released on 2023-04-17 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: Can literature be investigated through quantitative methods? Can style, empathy, and prestige be measured? This study attempts to respond to these questions by providing results from a selection of case studies taken from German literature of the 19th through the 21st century, including Goethe’s “late style”, Felix Salten, and the output of contemporary writers such as Florian Meimberg’s “twitterature” and Daniel Glattauer’s e-mail novel. Altogether, this study shows how the interplay among literary theory, stylometry, stylistics, sentiment analysis, empirical studies, and archival research can offer new answers to old questions regarding German literature and provide tools to formulate new questions and novel approaches to research.
Book Synopsis Stylistics, Stylometry and Sentiment Analysis in German Studies by : Massimo Salgaro
Download or read book Stylistics, Stylometry and Sentiment Analysis in German Studies written by Massimo Salgaro and published by V&R Unipress. This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Can literature be investigated through quantitative methods? Can style, empathy, and prestige be measured? This study attempts to respond to these questions by providing results from a selection of case studies taken from German literature of the 19th through the 21st century, including Goethe's "late style"; Felix Salten; and the output of contemporary writers such as Florian Meimberg's "twitterature" and Daniel Glattauer's e-mail novel. Altogether, this study shows how the interplay among literary theory, stylometry, stylistics, sentiment analysis, empirical studies, and archival research can offer new answers to old questions regarding German literature and even provide tools to formulate new questions and novel approaches to research.
Book Synopsis Genre Analysis and Corpus Design by : Ulrike Henny-Krahmer
Download or read book Genre Analysis and Corpus Design written by Ulrike Henny-Krahmer and published by BoD – Books on Demand. This book was released on 2024-01-22 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work in the field of digital literary stylistics and computational literary studies is concerned with theoretical concerns of literary genre, with the design of a corpus of nineteenth-century Spanish-American novels, and with its empirical analysis in terms of subgenres of the novel. The digital text corpus consists of 256 Argentine, Cuban, and Mexican novels from the period between 1830 and 1910. It has been created with the goal to analyze thematic subgenres and literary currents that were represented in numerous novels in the nineteenth century by means of computational text categorization methods. To categorize the texts, statistical classification and a family resemblance analysis relying on network analysis are used with the aim to examine how the subgenres, which are understood as communicative, conventional phenomena, can be captured on the stylistic, textual level of the novels that participate in them.
Book Synopsis Authorship Attribution by : Patrick Juola
Download or read book Authorship Attribution written by Patrick Juola and published by Now Publishers Inc. This book was released on 2008 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Humanities Data Analysis by : Folgert Karsdorp
Download or read book Humanities Data Analysis written by Folgert Karsdorp and published by Princeton University Press. This book was released on 2021-01-12 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical guide to data-intensive humanities research using the Python programming language The use of quantitative methods in the humanities and related social sciences has increased considerably in recent years, allowing researchers to discover patterns in a vast range of source materials. Despite this growth, there are few resources addressed to students and scholars who wish to take advantage of these powerful tools. Humanities Data Analysis offers the first intermediate-level guide to quantitative data analysis for humanities students and scholars using the Python programming language. This practical textbook, which assumes a basic knowledge of Python, teaches readers the necessary skills for conducting humanities research in the rapidly developing digital environment. The book begins with an overview of the place of data science in the humanities, and proceeds to cover data carpentry: the essential techniques for gathering, cleaning, representing, and transforming textual and tabular data. Then, drawing from real-world, publicly available data sets that cover a variety of scholarly domains, the book delves into detailed case studies. Focusing on textual data analysis, the authors explore such diverse topics as network analysis, genre theory, onomastics, literacy, author attribution, mapping, stylometry, topic modeling, and time series analysis. Exercises and resources for further reading are provided at the end of each chapter. An ideal resource for humanities students and scholars aiming to take their Python skills to the next level, Humanities Data Analysis illustrates the benefits that quantitative methods can bring to complex research questions. Appropriate for advanced undergraduates, graduate students, and scholars with a basic knowledge of Python Applicable to many humanities disciplines, including history, literature, and sociology Offers real-world case studies using publicly available data sets Provides exercises at the end of each chapter for students to test acquired skills Emphasizes visual storytelling via data visualizations
Book Synopsis Machine Learning Methods for Stylometry by : Jacques Savoy
Download or read book Machine Learning Methods for Stylometry written by Jacques Savoy and published by Springer Nature. This book was released on 2020-09-28 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Exploring the Implications of Complexity Thinking for Translation Studies by : Kobus Marais
Download or read book Exploring the Implications of Complexity Thinking for Translation Studies written by Kobus Marais and published by Routledge. This book was released on 2021-12-27 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exploring the Implications of Complexity Thinking for Translation Studies considers the new link between translation studies and complexity thinking. Edited by leading scholars in this emerging field, the collection builds on and expands work done in complexity thinking in translation studies over the past decade. In this volume, the contributors address a variety of implications that this new approach holds for key concepts in Translation Studies such as source vs. target texts, translational units, authorship, translatorship, for research topics including translation data, machine translation, communities of practice, and for research methods such as constraints and the emergence of trajectories. The various chapters provide valuable information as to how research methods informed by complexity thinking can be applied in translation studies. Presenting theoretical and methodological contributions as well as case studies, this volume is of interest to advanced students, academics, and researchers in translation and interpreting studies, literary studies, and related areas.
Book Synopsis The Grammar of Genres and Styles by : Dominique Legallois
Download or read book The Grammar of Genres and Styles written by Dominique Legallois and published by Walter de Gruyter GmbH & Co KG. This book was released on 2018-04-09 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book provides new findings about the grammar of genres and styles. It combines new methods with different kinds of empirical material, from social reports to live TV sports commentaries or 16th century newspapers, in English, French, Latin and Spanish. The study of non-discrete units suggests new ways of seeing the linguistic variation between genres and styles and the ways in which belonging to a genre predetermines linguistic choices.
Book Synopsis Linguistics and Language Behavior Abstracts by :
Download or read book Linguistics and Language Behavior Abstracts written by and published by . This book was released on 2005 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Corpus-based Language Studies by : Tony McEnery
Download or read book Corpus-based Language Studies written by Tony McEnery and published by Taylor & Francis. This book was released on 2006 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covering the major approaches to the use of corpus data, this work gathers together influential readings from leading names in the discipline, including Biber, Widdowson, Sinclair, Carter and McCarthy.
Book Synopsis Handbook of Empirical Literary Studies by : Donald Kuiken
Download or read book Handbook of Empirical Literary Studies written by Donald Kuiken and published by Walter de Gruyter GmbH & Co KG. This book was released on 2021-09-20 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook reviews efforts to increase the use of empirical methods in studies of the aesthetic and social effects of literary reading. The reviewed research is expansive, including extension of familiar theoretical models to novel domains (e.g., educational settings); enlarging empirical efforts within under-represented research areas (e.g., child development); and broadening the range of applicable quantitative and qualitative methods (e.g., computational stylistics; phenomenological methods). Especially challenging is articulation of the subtle aesthetic and social effects of literary artefacts (e.g., poetry, film). Increasingly, the complexity of these effects is addressed in multi-variate studies, including confirmatory factor analysis and structural equation modeling. While each chapter touches upon the historical background of a specific research topic, two chapters address the area’s historical background and guiding philosophical assumptions. Taken together, the material in this volume provides a systematic introduction to the area for early career professionals, while challenging active researchers to develop theoretical frameworks and empirical procedures that match the complexity of their research objectives.
Book Synopsis Forensic Stylistics by : Gerald R. McMenamin
Download or read book Forensic Stylistics written by Gerald R. McMenamin and published by Elsevier Publishing Company. This book was released on 1993 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Author-specific linguistic patterns can be objectively described and often measured, making author identification possible in many cases. This work demonstrates the validity of this claim and addresses the use of stylistic analysis for author identification and meaning interpretation.
Book Synopsis Style, Computers, and Early Modern Drama by : Hugh Craig
Download or read book Style, Computers, and Early Modern Drama written by Hugh Craig and published by Cambridge University Press. This book was released on 2017-08-03 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book uses computational methods and statistical analysis to challenge traditional assumptions about the plays of Shakespeare and his contemporaries.
Book Synopsis A Companion to Digital Humanities by : Susan Schreibman
Download or read book A Companion to Digital Humanities written by Susan Schreibman and published by John Wiley & Sons. This book was released on 2008-03-03 with total page 642 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis The Cambridge Handbook of Stylistics by : Peter Stockwell
Download or read book The Cambridge Handbook of Stylistics written by Peter Stockwell and published by Cambridge University Press. This book was released on 2014-05-08 with total page 777 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stylistics has become the most common name for a discipline which at various times has been termed 'literary linguistics', 'rhetoric', 'poetics', 'literary philology' and 'close textual reading'. This Handbook is the definitive account of the field, drawing on linguistics and related subject areas such as psychology, sociology, anthropology, educational pedagogy, computational methods, literary criticism and critical theory. Placing stylistics in its intellectual and international context, each chapter includes a detailed illustrative example and case study of stylistic practice, with arguments and methods open to examination, replication and constructive critical discussion. As an accessible guide to the theory and practice of stylistics, it will equip the reader with a clear understanding of the ethos and principles of the discipline, as well as with the capacity and confidence to engage in stylistic analysis.
Download or read book Corpus Stylistics written by Elena Semino and published by Routledge. This book was released on 2004-06-24 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book represents a new direction at the interface between the fields of stylistics and corpus linguistics, namely the use of a corpus methodology to investigate how people's words and thoughts are presented in written narratives.
Book Synopsis The Computer in Literary and Linguistic Studies by : Alan Jones (M.A.)
Download or read book The Computer in Literary and Linguistic Studies written by Alan Jones (M.A.) and published by . This book was released on 1976 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt:
