Stylistics Stylometry And Sentiment Analysis In German Studies
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Stylistics Stylometry And Sentiment Analysis In German Studies
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Author : Massimo Salgaro
language : en
Publisher: V&R unipress
Release Date : 2023-04-17
Stylistics Stylometry And Sentiment Analysis In German Studies written by Massimo Salgaro and has been published by V&R unipress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-17 with Foreign Language Study categories.
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.
Digital Humanities In Medieval And Early Modern Spanish Texts
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Author : Roberto J. González Zalacain
language : en
Publisher: Taylor & Francis
Release Date : 2025-03-31
Digital Humanities In Medieval And Early Modern Spanish Texts written by Roberto J. González Zalacain and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-31 with History categories.
This volume fills a gap in the literature on digital humanities (DH) in the Hispanic context by gathering a heterogeneous group of specialists who, from different standpoints in the humanities, explore Spanish texts as the object of study, DH as the work methodology, and Medieval and Early Modern Times as the historical framework. The volume gathers authors from Spain and other countries who work at the intersections of the DH and the areas of history, philology, literature, or linguistics, to explore some of the diverse DH projects working on Spanish texts from this period, and their wider implications. Taking historical sources as the starting point, contributions to this volume include topics such as historical corpus design, TEI-based digital edition, 3D modelling, database architecture, or automatic text annotation. For readers interested in the subject, the book provides a stimulating discussion with in-depth and concrete analyses of the interrelationships between the different contributions. This volume will be of great interest to medievalists and early modern researchers, whether involved in linguistic, historical, or literary studies, demonstrating the advantages of considering digital tools and computational methods in their academic work. In addition, it will also appeal to postgraduate students in the field of DH.
Genre Analysis And Corpus Design
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Author : Ulrike Henny-Krahmer
language : en
Publisher: BoD – Books on Demand
Release Date : 2024-01-22
Genre Analysis And Corpus Design written by Ulrike Henny-Krahmer and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-22 with Computers categories.
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.
Handbook Of Empirical Literary Studies
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Author : Donald Kuiken
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2021-09-20
Handbook Of Empirical Literary Studies written by Donald Kuiken and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-20 with Literary Criticism categories.
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.
Humanities Data Analysis
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Author : Folgert Karsdorp
language : en
Publisher: Princeton University Press
Release Date : 2021-01-12
Humanities Data Analysis written by Folgert Karsdorp and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-12 with Computers categories.
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
The Grammar Of Genres And Styles
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Author : Dominique Legallois
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2018-04-09
The Grammar Of Genres And Styles written by Dominique Legallois and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-09 with Language Arts & Disciplines categories.
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.
Linguistics And Language Behavior Abstracts
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Author :
language : en
Publisher:
Release Date : 2005
Linguistics And Language Behavior Abstracts written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Language and languages categories.
Style Computers And Early Modern Drama
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Author : Hugh Craig
language : en
Publisher: Cambridge University Press
Release Date : 2017-08-03
Style Computers And Early Modern Drama written by Hugh Craig 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 2017-08-03 with Computers categories.
This book uses computational methods and statistical analysis to challenge traditional assumptions about the plays of Shakespeare and his contemporaries.
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.
The Computer In Literary And Linguistic Studies
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Author : Alan Jones (M.A.)
language : en
Publisher:
Release Date : 1976
The Computer In Literary And Linguistic Studies written by Alan Jones (M.A.) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with Computers categories.