Text Analytics For Corpus Linguistics And Digital Humanities
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Text Analytics For Corpus Linguistics And Digital Humanities
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Author : Gerold Schneider
language : en
Publisher: Bloomsbury Publishing
Release Date : 2024-05-02
Text Analytics For Corpus Linguistics And Digital Humanities written by Gerold Schneider and has been published by Bloomsbury Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-02 with Language Arts & Disciplines categories.
Do you want to gain a deeper understanding of how big tech analyses and exploits our text data, or investigate how political parties differ by analysing textual styles, associations and trends in documents? Or create a map of a text collection and write a simple QA system yourself? This book explores how to apply state-of-the-art text analytics methods to detect and visualise phenomena in text data. Solidly based on methods from corpus linguistics, natural language processing, text analytics and digital humanities, this book shows readers how to conduct experiments with their own corpora and research questions, underpin their theories, quantify the differences and pinpoint characteristics. Case studies and experiments are detailed in every chapter using real-world and open access corpora from politics, World English, history, and literature. The results are interpreted and put into perspective, pitfalls are pointed out, and necessary pre-processing steps are demonstrated. This book also demonstrates how to use the programming language R, as well as simple alternatives and additions to R, to conduct experiments and employ visualisations by example, with extensible R-code, recipes, links to corpora, and a wide range of methods. The methods introduced can be used across texts of all disciplines, from history or literature to party manifestos and patient reports.
Python Programming For Linguistics And Digital Humanities
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Author : Martin Weisser
language : en
Publisher: John Wiley & Sons
Release Date : 2024-01-31
Python Programming For Linguistics And Digital Humanities written by Martin Weisser and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-31 with Computers categories.
Learn how to use Python for linguistics and digital humanities research, perfect for students working with Python for the first time Python programming is no longer only for computer science students; it is now an essential skill in linguistics, the digital humanities (DH), and social science programs that involve text analytics. Python Programming for Linguistics and Digital Humanities provides a comprehensive introduction to this widely used programming language, offering guidance on using Python to perform various processing and analysis techniques on text. Assuming no prior knowledge of programming, this student-friendly guide covers essential topics and concepts such as installing Python, using the command line, working with strings, writing modular code, designing a simple graphical user interface (GUI), annotating language data in XML and TEI, creating basic visualizations, and more. This invaluable text explains the basic tools students will need to perform their own research projects and tackle various data analysis problems. Throughout the book, hands-on exercises provide students with the opportunity to apply concepts to particular questions or projects in processing textual data and solving language-related issues. Each chapter concludes with a detailed discussion of the code applied, possible alternatives, and potential pitfalls or error messages. Teaches students how to use Python to tackle the types of problems they will encounter in linguistics and the digital humanities Features numerous practical examples of language analysis, gradually moving from simple concepts and programs to more complex projects Describes how to build a variety of data visualizations, such as frequency plots and word clouds Focuses on the text processing applications of Python, including creating word and frequency lists, recognizing linguistic patterns, and processing words for morphological analysis Includes access to a companion website with all Python programs produced in the chapter exercises and additional Python programming resources Python Programming for Linguistics and Digital Humanities: Applications for Text-Focused Fields is a must-have resource for students pursuing text-based research in the humanities, the social sciences, and all subfields of linguistics, particularly computational linguistics and corpus linguistics.
The Routledge Handbook Of English Language And Digital Humanities
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Author : Svenja Adolphs
language : en
Publisher: Routledge
Release Date : 2020-04-16
The Routledge Handbook Of English Language And Digital Humanities written by Svenja Adolphs and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-16 with Language Arts & Disciplines categories.
The Routledge Handbook of English Language and Digital Humanities serves as a reference point for key developments related to the ways in which the digital turn has shaped the study of the English language and of how the resulting methodological approaches have permeated other disciplines. It draws on modern linguistics and discourse analysis for its analytical methods and applies these approaches to the exploration and theorisation of issues within the humanities. Divided into three sections, this handbook covers: sources and corpora; analytical approaches; English language at the interface with other areas of research in the digital humanities. In covering these areas, more traditional approaches and methodologies in the humanities are recast and research challenges are re-framed through the lens of the digital. The essays in this volume highlight the opportunities for new questions to be asked and long-standing questions to be reconsidered when drawing on the digital in humanities research. This is a ground-breaking collection of essays offering incisive and essential reading for anyone with an interest in the English language and digital humanities.
Introduction To Text Analytics
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Author : Emily Ohman
language : en
Publisher: SAGE Publications Limited
Release Date : 2024-11-01
Introduction To Text Analytics written by Emily Ohman and has been published by SAGE Publications Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-01 with Social Science categories.
This easy-to-follow book will revolutionise how you approach text mining and data analysis as well as equipping you with the tools, and confidence, to navigate complex qualitative data. It can be challenging to effectively combine theoretical concepts with practical, real-world applications but this accessible guide provides you with a clear step-by-step approach. Written specifically for students and early career researchers this pragmatic manual will: • Contextualise your learning with real-world data and engaging case studies. • Encourage the application of your new skills with reflective questions. • Enhance your ability to be critical, and reflective, when dealing with imperfect data. Supported by practical online resources, this book is the perfect companion for those looking to gain confidence and independence whilst using transferable data skills.
Linguistics Across Disciplinary Borders
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Author : Steven Coats
language : en
Publisher: Bloomsbury Publishing
Release Date : 2024-01-11
Linguistics Across Disciplinary Borders written by Steven Coats and has been published by Bloomsbury Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-11 with Language Arts & Disciplines categories.
This volume highlights the ways in which recent developments in corpus linguistics and natural language processing can engage with topics across language studies, humanities and social science disciplines. New approaches have emerged in recent years that blur disciplinary boundaries, facilitated by factors such as the application of computational methods, access to large data sets, and the sharing of code, as well as continual advances in technologies related to data storage, retrieval, and processing. The “march of data” denotes an area at the border region of linguistics, humanities, and social science disciplines, but also the inevitable development of the underlying technologies that drive analysis in these subject areas. Organized into 3 sections, the chapters are connected by the underlying thread of linguistic corpora: how they can be created, how they can shed light on varieties or registers, and how their metadata can be utilized to better understand the internal structure of similar resources. While some chapters in the volume make use of well-established existing corpora, others analyze data from platforms such as YouTube, Twitter or Reddit. The volume provides insight into the diversity of methods, approaches, and corpora that inform our understanding of the “border regions” between the realms of data science, language/linguistics, and social or cultural studies.
Data Analytics In Digital Humanities
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Author : Shalin Hai-Jew
language : en
Publisher: Springer
Release Date : 2017-05-03
Data Analytics In Digital Humanities written by Shalin Hai-Jew and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-03 with Computers categories.
This book covers computationally innovative methods and technologies including data collection and elicitation, data processing, data analysis, data visualizations, and data presentation. It explores how digital humanists have harnessed the hypersociality and social technologies, benefited from the open-source sharing not only of data but of code, and made technological capabilities a critical part of humanities work. Chapters are written by researchers from around the world, bringing perspectives from diverse fields and subject areas. The respective authors describe their work, their research, and their learning. Topics include semantic web for cultural heritage valorization, machine learning for parody detection by classification, psychological text analysis, crowdsourcing imagery coding in natural disasters, and creating inheritable digital codebooks.Designed for researchers and academics, this book is suitable for those interested in methodologies and analytics that can be applied in literature, history, philosophy, linguistics, and related disciplines. Professionals such as librarians, archivists, and historians will also find the content informative and instructive.
The Bloomsbury Handbook To The Digital Humanities
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Author : James O’Sullivan
language : en
Publisher: Bloomsbury Publishing
Release Date : 2022-11-03
The Bloomsbury Handbook To The Digital Humanities written by James O’Sullivan and has been published by Bloomsbury Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-03 with Literary Criticism categories.
The Bloomsbury Handbook to the Digital Humanities reconsiders key debates, methods, possibilities, and failings from across the digital humanities, offering a timely interrogation of the present and future of the arts and humanities in the digital age. Comprising 43 essays from some of the field's leading scholars and practitioners, this comprehensive collection examines, among its many subjects, the emergence and ongoing development of DH, postcolonial digital humanities, feminist digital humanities, race and DH, multilingual digital humanities, media studies as DH, the failings of DH, critical digital humanities, the future of text encoding, cultural analytics, natural language processing, open access and digital publishing, digital cultural heritage, archiving and editing, sustainability, DH pedagogy, labour, artificial intelligence, the cultural economy, and the role of the digital humanities in climate change. The Bloomsbury Handbook to the Digital Humanities: Surveys key contemporary debates within DH, focusing on pressing issues of perspective, methodology, access, capacity, and sustainability. Reconsiders and reimagines the past, present, and future of the digital humanities. Features an intuitive structure which divides topics across five sections: “Perspectives & Polemics”, “Methods, Tools & Techniques”, “Public Digital Humanities”, “Institutional Contexts”, and “DH Futures”. Comprehensive in scope and accessibility written, this book is essential reading for students, scholars, and practitioners working across the digital humanities and wider arts and humanities. Featuring contributions from pre-eminent scholars and radical thinkers both established and emerging, The Bloomsbury Handbook to the Digital Humanities should long serve as a roadmap through the myriad formulations, methodologies, opportunities, and limitations of DH. Comprehensive in its scope, pithy in style yet forensic in its scholarship, this book is essential reading for students, scholars, and practitioners working across the digital humanities, whatever DH might be, and whatever DH might become.
Formalizing Natural Languages Applications To Natural Language Processing And Digital Humanities
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Author : Max Silberztein
language : en
Publisher: Springer Nature
Release Date : 2025-05-22
Formalizing Natural Languages Applications To Natural Language Processing And Digital Humanities written by Max Silberztein and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-22 with Computers categories.
This book constitutes the refereed proceedings of the 18th International Conference on Automatic Processing of Natural-Language Electronic Texts with NooJ, NooJ 2024, held in Bergamo, Italy, during June 5-7, 2024. The 16 full papers included in this book were carefully reviewed and selected from 64 submissions. These papers have been organized under the following topical sections: Lexical and Morphological Resources; Syntactic Resources; Corpus Linguistics and Discourse Analysis; Natural Language Processing Applications.
Digital Humanities And Buddhism
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Author : Daniel Veidlinger
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2019-06-04
Digital Humanities And Buddhism written by Daniel Veidlinger 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 2019-06-04 with Religion categories.
IDH Religion provides a series of short introductions to specific areas of study at the intersections of digital humanities and religion, offering an overview of current methodologies, techniques, tools, and projects as well as defining challenges and opportunities for further research. This volume explores DH and Buddhism in four sections: Theory and Method; Digital Conservation, Preservation and Archiving; Digital Analysis; Digital Resources. It covers themes such as language processing, digital libraries, online lexicography, and ethnographic methods. Erratum: Unfortunately there is a mistake in the print version in the last paragraph of page 14. READ is an open-source software system developed by a team consisting of Stefan Baums at the Bavarian Academy of Sciences and Humanities, Andrew Glass in Seattle, Ian McCrabb at the University of Sydney and Stephen White in Venice (https://github.com/readsoftware/read).
A New Companion To Digital Humanities
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Author : Susan Schreibman
language : en
Publisher: John Wiley & Sons
Release Date : 2016-01-26
A New Companion To Digital Humanities written by Susan Schreibman and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-01-26 with Literary Criticism categories.
This highly-anticipated volume has been extensively revised to reflect changes in technology, digital humanities methods and practices, and institutional culture surrounding the valuation and publication of digital scholarship. A fully revised edition of a celebrated reference work, offering the most comprehensive and up-to-date collection of research currently available in this rapidly evolving discipline Includes new articles addressing topical and provocative issues and ideas such as retro computing, desktop fabrication, gender dynamics, and globalization Brings together a global team of authors who are pioneers of innovative research in the digital humanities Accessibly structured into five sections exploring infrastructures, creation, analysis, dissemination, and the future of digital humanities Surveys the past, present, and future of the field, offering essential research for anyone interested in better understanding the theory, methods, and application of the digital humanities