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Author: Arjuna Tuzzi
Publisher: Springer
ISBN: 331997064X
Category : Social Science
Languages : en
Pages : 217
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Book Description
This book demonstrates how quantitative methods for text analysis can successfully combine with qualitative methods in the study of different disciplines of the Humanities and Social Sciences (HSS). The book focuses on learning about the evolution of ideas of HSS disciplines through a distant reading of the contents conveyed by scientific literature, in order to retrieve the most relevant topics being debated over time. Quantitative methods, statistical techniques and software packages are used to identify and study the main subject matters of a discipline from raw textual data, both in the past and today. The book also deals with the concept of quality of life of words and aims to foster a discussion about the life cycle of scientific ideas. Textual data retrieved from large corpora pose interesting challenges for any data analysis method and today represent a growing area of research in many fields. New problems emerge from the growing availability of large databases and new methods are needed to retrieve significant information from those large information sources. This book can be used to explain how quantitative methods can be part of the research instrumentation and the "toolbox" of scholars of Humanities and Social Sciences. The book contains numerous examples and a description of the main methods in use, with references to literature and available software. Most of the chapters of the book have been written in a non-technical language for HSS researchers without mathematical, computer or statistical backgrounds.
Author: Arjuna Tuzzi
Publisher: Springer
ISBN: 331997064X
Category : Social Science
Languages : en
Pages : 217
Get Book
Book Description
This book demonstrates how quantitative methods for text analysis can successfully combine with qualitative methods in the study of different disciplines of the Humanities and Social Sciences (HSS). The book focuses on learning about the evolution of ideas of HSS disciplines through a distant reading of the contents conveyed by scientific literature, in order to retrieve the most relevant topics being debated over time. Quantitative methods, statistical techniques and software packages are used to identify and study the main subject matters of a discipline from raw textual data, both in the past and today. The book also deals with the concept of quality of life of words and aims to foster a discussion about the life cycle of scientific ideas. Textual data retrieved from large corpora pose interesting challenges for any data analysis method and today represent a growing area of research in many fields. New problems emerge from the growing availability of large databases and new methods are needed to retrieve significant information from those large information sources. This book can be used to explain how quantitative methods can be part of the research instrumentation and the "toolbox" of scholars of Humanities and Social Sciences. The book contains numerous examples and a description of the main methods in use, with references to literature and available software. Most of the chapters of the book have been written in a non-technical language for HSS researchers without mathematical, computer or statistical backgrounds.
Author: Arjuna Tuzzi
Publisher:
ISBN: 9783319970653
Category : SOCIAL SCIENCE
Languages : en
Pages :
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Book Description
This book demonstrates how quantitative methods for text analysis can successfully combine with qualitative methods in the study of different disciplines of the Humanities and Social Sciences (HSS). The book focuses on learning about the evolution of ideas of HSS disciplines through a distant reading of the contents conveyed by scientific literature, in order to retrieve the most relevant topics being debated over time. Quantitative methods, statistical techniques and software packages are used to identify and study the main subject matters of a discipline from raw textual data, both in the past and today. The book also deals with the concept of quality of life of words and aims to foster a discussion about the life cycle of scientific ideas. Textual data retrieved from large corpora pose interesting challenges for any data analysis method and today represent a growing area of research in many fields. New problems emerge from the growing availability of large databases and new methods are needed to retrieve significant information from those large information sources. This book can be used to explain how quantitative methods can be part of the research instrumentation and the "toolbox" of scholars of Humanities and Social Sciences. The book contains numerous examples and a description of the main methods in use, with references to literature and available software. Most of the chapters of the book have been written in a non-technical language for HSS researchers without mathematical, computer or statistical backgrounds.--
Author: Alberta Contarello
Publisher: Oxford University Press
ISBN: 0197617360
Category : Psychology
Languages : en
Pages : 249
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Book Description
"How has social psychology investigated the concept of change? In this chapter, we try to answer this question by moving in two directions. First, we briefly consider the main lines of research described in some of the reference books on social psychology, and the contributions of leading scholars who studied change (i.e. the great names in its history, cf. Lubek, 1993). Second, we analyze the abstracts of the papers published in two journals of pivotal importance in this field since their inception, i.e. the Journal of Personality and Social Psychology and the European Journal of Social Psychology. In line with recent developments in digital methods, the distant reading of large corpora of scientific literature can serve as a valid counterpart to more traditional ways of pursuing a historical quest like the one we posit here (Tuzzi, 2018)"--
Author: Eugenio Petrovich
Publisher: Springer Nature
ISBN: 3031532007
Category :
Languages : en
Pages : 291
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Book Description
Author: Karen Evans
Publisher: Springer Nature
ISBN: 3031195922
Category : Education
Languages : en
Pages : 1330
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Book Description
The Third edition of this well-received and widely used Handbook brings together an entirely new set of chapters, to reflect progress and new themes in the ten years to 2022. Building on the established structure of the first two Handbooks, the four sections focus in turn on: philosophy, history and theory development; fresh perspectives on policy and policy development; emerging programs and new approaches; and re-imagining lifelong learning for future challenges. The Handbook stimulates readers with fresh and timely insights, while exploring anew some enduring themes. New topics and themes introduced in all sections address lifelong learning challenges associated with climate change, the digital world, the rise of populism, migration and precarious living. The Handbook features learning innovations and evolving pedagogies such as intergenerational learning, art as pedagogy to promote public-mindedness, neuroscience enhancing learning effectiveness, and lifelong learning for sustainability. Policy responses to lifelong learning for work and well-being are debated. In state of the art contributions, authors from around the globe focus readers' attention on multifaceted processes, issues and decisions that must be better understood and enacted if inclusive development and fair access to lifelong learning are to become realities for us all.
Author: Jacques Savoy
Publisher: Springer Nature
ISBN: 3030533603
Category : Computers
Languages : en
Pages : 286
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Book Description
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.
Author: Karin Bijsterveld
Publisher: Springer Nature
ISBN: 3031111087
Category : Education
Languages : en
Pages : 338
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Book Description
This open access book illustrates how interdisciplinary research develops over the lifetime of a scholar: not in a single project, but as an attitude that trickles down, or spirals up, into research. This book presents how interdisciplinary work has inspired shifts in how the contributors read, value concepts, critically combine methods, cope with knowledge hierarchies, write in style, and collaborate. Drawing on extensive examples from the humanities and social sciences, the editors and chapter authors show how they started, tried to open up, dealt with inconsistencies, had to adapt, and ultimately learned and grew as researchers. The book offers valuable insights into the conditions and complexities present for interdisciplinary research to be successful in an academic setting. This is an open access book.
Author: Thomas C. Dalton
Publisher: Springer Science & Business Media
ISBN: 0306480107
Category : Psychology
Languages : en
Pages : 367
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Book Description
This book focuses on what other volumes have only touched on, that is the factors that contribute to the rise of certain persons and ideas in the field of psychology. Bringing together noted experts in the field, it describes the process of intellectual reconstructions that determines how we view historical events, and why some ideas die only to be reborn again, as well as why new ideas can quickly topple traditional views.
Author: Clarisse Bardiot
Publisher: John Wiley & Sons
ISBN: 1786307057
Category : Performing Arts
Languages : en
Pages : 242
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Book Description
Digital traces, whether digitized (programs, notebooks, drawings, etc.) or born digital (emails, websites, video recordings, etc.), constitute a major challenge for the memory of the ephemeral performing arts. Digital technology transforms traces into data and, in doing so, opens them up to manipulation. This paradigm shift calls for a renewal of methodologies for writing the history of theater today, analyzing works and their creative process, and preserving performances. At the crossroads of performing arts studies, the history, digital humanities, conservation and archiving, these methodologies allow us to take into account what is generally dismissed, namely, digital traces that are considered too complex, too numerous, too fragile, of dubious authenticity, etc. With the analysis of Merce Cunningham’s digital traces as a guideline, and through many other examples, this book is intended for researchers and archivists, as well as artists and cultural institutions.
Author: Cydney Alexis
Publisher: University Press of Colorado
ISBN: 1646422309
Category : Language Arts & Disciplines
Languages : en
Pages : 264
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Book Description
The Material Culture of Writing opens up avenues for understanding writing through scholarship in material culture studies. Contributors to this volume each interrogate an object, set of objects, or writing environment to reveal the sociomaterial contexts from which writing emerges. The artifacts studied are both contemporary and historical, including ink, a Victorian hotel visitors’ book, Moleskine notebooks, museum conservators’ files, an early twentieth-century baby book, and a college campus makerspace. Close study of such artifacts not only enriches understanding of what counts as writing but also offers up the potential for rich current and historical inquiry into writing artifacts and environments. The collection features scholars across the disciplines—such as art, art history, English, museum studies, and writing studies—who work as teachers, historians, museum curators/conservators, and faculty. Each chapter features methods and questions from contributors’ own disciplines while at the same time speaking to writing studies’ interest in writers, writing identity, and writing practice. The authors in this volume also work with a variety of methodologies, including literary analysis, archival research, and qualitative research, providing models for the types of research possible using a material culture studies framework. The collection is organized into three sections—Writing Identity, Writing Work, Writing Genre—each with a contextualizing introduction from the editors that introduces the chapters themselves and imagines possible directions for writing studies research facilitated by material culture studies. The Material Culture of Writing serves as an accessible introduction to work in material culture studies for writing studies scholars, graduate students, and undergraduates, especially as it makes a distinctive contribution to writing studies in its material culture studies approach. Because of the interdisciplinarity of material culture studies and this volume’s contributors, this collection will appeal to a wide range of scholars and readers, including those interested in writing studies, the history of the book, print culture, genre studies, archival methods, and authorship studies. Contributors: Cydney Alexis, Debby Andrews, Diane Ehrenpreis, Keri Epps, Desirée Henderson, Kevin James, Jenny Krichevsky, Anne Mackay, Emilie Merrigan, Laura R. Micciche, Hannah J. Rule, Kate Smith
