Reinventing the Social Scientist and Humanist in the Era of Big Data

Reinventing the Social Scientist and Humanist in the Era of Big Data

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  • Author: Susan Brokensha
  • Publisher: UJ Press
  • ISBN: 1928424376
  • Category : Social Science
  • Languages : en
  • Pages : 205

This book explores the big data evolution by interrogating the notion that big data is a disruptive innovation that appears to be challenging existing epistemologies in the humanities and social sciences. Exploring various (controversial) facets of big data such as ethics, data power, and data justice, the book attempts to clarify the trajectory of the epistemology of (big) data-driven science in the humanities and social sciences.


Reinventing the Social Scientist and Humanist in the Era of Big Data: A Perspective from South African Scholars

Reinventing the Social Scientist and Humanist in the Era of Big Data: A Perspective from South African Scholars

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  • Author: Susan Brokensha
  • Publisher: UJ Press
  • ISBN:
  • Category : Computers
  • Languages : en
  • Pages : 208

This book explores the big data evolution by interrogating the notion that big data is a disruptive innovation that appears to be challenging existing epistemologies in the humanities and social sciences. Exploring various (controversial) facets of big data such as ethics, data power, and data justice, the book attempts to clarify the trajectory of the epistemology of (big) data-driven science in the humanities and social sciences.


Big Data in Computational Social Science and Humanities

Big Data in Computational Social Science and Humanities

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  • Author: Shu-Heng Chen
  • Publisher: Springer
  • ISBN: 3319954652
  • Category : Computers
  • Languages : en
  • Pages : 388

This edited volume focuses on big data implications for computational social science and humanities from management to usage. The first part of the book covers geographic data, text corpus data, and social media data, and exemplifies their concrete applications in a wide range of fields including anthropology, economics, finance, geography, history, linguistics, political science, psychology, public health, and mass communications. The second part of the book provides a panoramic view of the development of big data in the fields of computational social sciences and humanities. The following questions are addressed: why is there a need for novel data governance for this new type of data?, why is big data important for social scientists?, and how will it revolutionize the way social scientists conduct research? With the advent of the information age and technologies such as Web 2.0, ubiquitous computing, wearable devices, and the Internet of Things, digital society has fundamentally changed what we now know as "data", the very use of this data, and what we now call "knowledge". Big data has become the standard in social sciences, and has made these sciences more computational. Big Data in Computational Social Science and Humanities will appeal to graduate students and researchers working in the many subfields of the social sciences and humanities.


Big Data and Social Science

Big Data and Social Science

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  • Author: Ian Foster
  • Publisher: Chapman & Hall/CRC
  • ISBN: 9780367341879
  • Category : Big data
  • Languages : en
  • Pages : 391

Big Data and Social Science: Data Science Methods and Tools for Research and Practice, Second Edition shows how to apply data science to real-world problems, covering all stages of a data-intensive social science or policy project. Prominent leaders in the social sciences, statistics, and computer science as well as the field of data science provide a unique perspective on how to apply modern social science research principles and current analytical and computational tools. The text teaches you how to identify and collect appropriate data, apply data science methods and tools to the data, and recognize and respond to data errors, biases, and limitations. Features: Takes an accessible, hands-on approach to handling new types of data in the social sciences Presents the key data science tools in a non-intimidating way to both social and data scientists while keeping the focus on research questions and purposes Illustrates social science and data science principles through real-world problems Links computer science concepts to practical social science research Promotes good scientific practice Provides freely available workbooks with data, code, and practical programming exercises, through Binder and GitHub New to the Second Edition: Increased use of examples from different areas of social sciences New chapter on dealing with Bias and Fairness in Machine Learning models Expanded chapters focusing on Machine Learning and Text Analysis Revamped hands-on Jupyter notebooks to reinforce concepts covered in each chapter This classroom-tested book fills a major gap in graduate- and professional-level data science and social science education. It can be used to train a new generation of social data scientists to tackle real-world problems and improve the skills and competencies of applied social scientists and public policy practitioners. It empowers you to use the massive and rapidly growing amounts of available data to interpret economic and social activities in a scientific and rigorous manner.


The Digital Humanist

The Digital Humanist

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  • Author: Domenico Fiormonte
  • Publisher: punctum books
  • ISBN: 0692580441
  • Category : COMPUTERS
  • Languages : en
  • Pages : 264

This book offers a critical introduction to the core technologies underlying the Internet from a humanistic perspective. It provides a cultural critique of computing technologies, by exploring the history of computing and examining issues related to writing, representing, archiving and searching. The book raises awareness of, and calls for, the digital humanities to address the challenges posed by the linguistic and cultural divides in computing, the clash between communication and control, and the biases inherent in networked technologies. A common problem with publications in the Digital Humanities is the dominance of the Anglo-American perspective. While seeking to take a broader view, the book attempts to show how cultural bias can become an obstacle to innovation both in the methodology and practice of the Digital Humanities. Its central point is that no technological instrument is culturally unbiased, and that all too often the geography that underlies technology coincides with the social and economic interests of its producers. The alternative proposed in the book is one of a world in which variation, contamination and decentralization are essential instruments for the production and transmission of digital knowledge. It is thus necessary not only to have spaces where DH scholars can interact (such as international conferences, THATCamps, forums and mailing lists), but also a genuine sharing of technological know-how and experience. "This is a truly exceptional work on the subject of the digital....Students and scholars new to the field of digital humanities will find in this book a gentle introduction to the field, which I cannot but think would be good and perhaps even inspirational for them....Its history of the development of machines and programs and communities bent on using computers to advance science and research merely sets the stage for an insightful analysis of the role of the digital in the way both scholars and everyday people communicate and conceive of themselves and "others" in written forms - from treatises to credit card transactions." Peter Shillingsburg The Digital Humanist is not simply a translation of the Italian book L'umanista digitale (il Mulino 2010), but a new version tailored to an international audience through the improvement and expansion of the sections on social, cultural and ethical problems of the most widely used methodologies, resources and applications. TABLE OF CONTENTS // Preface: Digital Humanities at a Political Turn? by Geoffrey Rockwell / PART I: The Socio-Historical Roots - Chap. 1: Technology and the Humanities: A History of Interaction - Chap. 2: Internet, or The Humanistic Machine / PART II: Theoretical and Practical Dimensions - Chap. 3: Writing and Content Production - Chap. 4: Representing and Archiving - Chap. 5: Searching and Organizing / Conclusions: DH in a Global Perspective


Approaches and Methodologies in the Social Sciences

Approaches and Methodologies in the Social Sciences

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  • Author: Donatella Della Porta
  • Publisher: Cambridge University Press
  • ISBN: 1139474596
  • Category : Social Science
  • Languages : en
  • Pages : 366

A revolutionary textbook introducing masters and doctoral students to the major research approaches and methodologies in the social sciences. Written by an outstanding set of scholars, and derived from successful course teaching, this volume will empower students to choose their own approach to research, to justify this approach, and to situate it within the discipline. It addresses questions of ontology, epistemology and philosophy of social science, and proceeds to issues of methodology and research design essential for producing a good research proposal. It also introduces researchers to the main issues of debate and contention in the methodology of social sciences, identifying commonalities, historic continuities and genuine differences.


Reinventing the Research University

Reinventing the Research University

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  • Author: Weber L. (ed)
  • Publisher: Brookings Institution Press
  • ISBN:
  • Category : Research
  • Languages : en
  • Pages : 280

The fourth Glion Colloquium, which was held in Glion above Montreux, Switzerland, in June 2003, drew together active university leaders (presidents, rectors, vice-chancellors), along with guests from industry with close ties to academe, to compare perspectives on the future of the research university in America and Europe, as reflected in its title, 'Reinventing the Research University'. Although there was considerable discussion about whether it would be more accurate to use other verbs such as 'reforming', 'renewing' or 'refocusing', there was general agreement that change would characterize the future of the research university, driven by powerful social, economic and technological forces driving change in our world. The papers contained in this book reflect both the consensus and differences in the perspectives of the participants on these issues. In Part I, papers set the stage by considering the forces that are likely to change the nature of the research university. In Part II, the authors discuss the changing nature of education and scholarship. Part III then continues with papers on the changing nature of the interaction between the research university and broader society. In Part IV, the authors discuss the challenges of financing and governing the contemporary research university. In the concluding chapter the editors endeavour to pull together these discussions to develop more specific suggestions concerning the issues and strategies that universities should consider as they approach a period of rapid change. [Publisher, ed].


Smart cities

Smart cities

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  • Author: Netexplo
  • Publisher: UNESCO Publishing
  • ISBN: 9231003178
  • Category :
  • Languages : en
  • Pages : 344


Dynamic Factor Models

Dynamic Factor Models

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  • Author:
  • Publisher: Emerald Group Publishing
  • ISBN: 1785603523
  • Category : Business & Economics
  • Languages : en
  • Pages : 688

This volume explores dynamic factor model specification, asymptotic and finite-sample behavior of parameter estimators, identification, frequentist and Bayesian estimation of the corresponding state space models, and applications.


Perspectives on Digital Humanism

Perspectives on Digital Humanism

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  • Author: Hannes Werthner
  • Publisher: Springer Nature
  • ISBN: 3030861449
  • Category : Computers
  • Languages : en
  • Pages : 342

This open access book aims to set an agenda for research and action in the field of Digital Humanism through short essays written by selected thinkers from a variety of disciplines, including computer science, philosophy, education, law, economics, history, anthropology, political science, and sociology. This initiative emerged from the Vienna Manifesto on Digital Humanism and the associated lecture series. Digital Humanism deals with the complex relationships between people and machines in digital times. It acknowledges the potential of information technology. At the same time, it points to societal threats such as privacy violations and ethical concerns around artificial intelligence, automation and loss of jobs, ongoing monopolization on the Web, and sovereignty. Digital Humanism aims to address these topics with a sense of urgency but with a constructive mindset. The book argues for a Digital Humanism that analyses and, most importantly, influences the complex interplay of technology and humankind toward a better society and life while fully respecting universal human rights. It is a call to shaping technologies in accordance with human values and needs.