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Author: Giuseppe Arbia
Publisher: Springer Nature
ISBN: 3030730301
Category : Business & Economics
Languages : en
Pages : 54
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Book Description
This book reveals the myriad aspects of Big Data collection and analysis, by defining and clarifying the meaning of Big Data and its unique characteristics in a non-technical and easy-to-follow way. Moreover, it discusses critical issues and problems related to the Big Data revolution and their implications for both Statistics as a discipline and for our everyday lives. The author identifies various problems and limitations in the quantitative analysis of Big Data, with regard to e.g. its volume, velocity and variety, as well as its reliability and veridicity. Dedicated chapters focus on the epistemological aspects of data-based knowledge and ethical aspects of the use of Big Data, while also addressing paradigmatic cases such as Cambridge Analytica and the use of data from social networks to influence election outcomes.
Author: Giuseppe Arbia
Publisher: Springer Nature
ISBN: 3030730301
Category : Business & Economics
Languages : en
Pages : 54
Get Book Here
Book Description
This book reveals the myriad aspects of Big Data collection and analysis, by defining and clarifying the meaning of Big Data and its unique characteristics in a non-technical and easy-to-follow way. Moreover, it discusses critical issues and problems related to the Big Data revolution and their implications for both Statistics as a discipline and for our everyday lives. The author identifies various problems and limitations in the quantitative analysis of Big Data, with regard to e.g. its volume, velocity and variety, as well as its reliability and veridicity. Dedicated chapters focus on the epistemological aspects of data-based knowledge and ethical aspects of the use of Big Data, while also addressing paradigmatic cases such as Cambridge Analytica and the use of data from social networks to influence election outcomes.
Author: Giuseppe Arbia
Publisher: Springer
ISBN: 9783030730291
Category : Business & Economics
Languages : en
Pages : 54
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Book Description
This book reveals the myriad aspects of Big Data collection and analysis, by defining and clarifying the meaning of Big Data and its unique characteristics in a non-technical and easy-to-follow way. Moreover, it discusses critical issues and problems related to the Big Data revolution and their implications for both Statistics as a discipline and for our everyday lives. The author identifies various problems and limitations in the quantitative analysis of Big Data, with regard to e.g. its volume, velocity and variety, as well as its reliability and veridicity. Dedicated chapters focus on the epistemological aspects of data-based knowledge and ethical aspects of the use of Big Data, while also addressing paradigmatic cases such as Cambridge Analytica and the use of data from social networks to influence election outcomes.
Author: Giuseppe Arbia
Publisher:
ISBN: 9783030730314
Category :
Languages : en
Pages : 0
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Book Description
This book reveals the myriad aspects of Big Data collection and analysis, by defining and clarifying the meaning of Big Data and its unique characteristics in a non-technical and easy-to-follow way. Moreover, it discusses critical issues and problems related to the Big Data revolution and their implications for both Statistics as a discipline and for our everyday lives. The author identifies various problems and limitations in the quantitative analysis of Big Data, with regard to e.g. its volume, velocity and variety, as well as its reliability and veridicity. Dedicated chapters focus on the epistemological aspects of data-based knowledge and ethical aspects of the use of Big Data, while also addressing paradigmatic cases such as Cambridge Analytica and the use of data from social networks to influence election outcomes.
Author: Luciana Lazzeretti
Publisher: Edward Elgar Publishing
ISBN: 1035302543
Category : Social Science
Languages : en
Pages : 127
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Book Description
Illustrating the development of Artificial Intelligence (AI) and changes it has generated in the economy, society and culture, this expansive book continues the debate concerning the digital revolution and the rise of the algorithmic society.
Author: Giuseppe Arbia
Publisher: Routledge
ISBN: 1317563484
Category : Business & Economics
Languages : en
Pages : 251
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Book Description
Spatial Microeconometrics introduces the reader to the basic concepts of spatial statistics, spatial econometrics and the spatial behavior of economic agents at the microeconomic level. Incorporating useful examples and presenting real data and datasets on real firms, the book takes the reader through the key topics in a systematic way. The book outlines the specificities of data that represent a set of interacting individuals with respect to traditional econometrics that treat their locational choices as exogenous and their economic behavior as independent. In particular, the authors address the consequences of neglecting such important sources of information on statistical inference and how to improve the model predictive performances. The book presents the theory, clarifies the concepts and instructs the readers on how to perform their own analyses, describing in detail the codes which are necessary when using the statistical language R. The book is written by leading figures in the field and is completely up to date with the very latest research. It will be invaluable for graduate students and researchers in economic geography, regional science, spatial econometrics, spatial statistics and urban economics.
Author: Lisa M. Fedoruk
Publisher: Springer Nature
ISBN: 3031118103
Category : Education
Languages : en
Pages : 231
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Book Description
This book addresses issues related to ethics and the scholarship of teaching and learning, and pays special attention to ethical concerns and experiences that have arisen from engaging in Scholarship of Teaching and Learning (SoTL) work. The book draws on a range of research projects, theoretical frameworks and narrative experiences to provide multiple perspectives of how meaning is made of research ethics in SoTL, academic community and REB partnerships, experiences of Students as Partners in SoTL, and ethically-minded approaches to teaching, learning and inquiry. Specifically, this edited book includes ethical practices that have become increasingly expansive in an ever-evolving academic environment such as navigating pandemic pedagogy and data ownership due to increased online content. In addition, contributions pertaining to academic community partnerships between REBs and faculty detail realistic narratives and lessons learned about how higher education can become more equitable, diverse and inclusive. Subsequently, decolonial ethics for teaching and learning in higher education, as well as participatory parity, exemplify the need for SoTL practitioners to be responsive to the social and cultural realities of a global context in ways that address social inequities and social responsibility. Relational ethics by way of student perspectives on vulnerability and classroom-based SoTL research underscore the need for students to be taught about their own agency as a means of providing student voice within SoTL work. Lastly, this book celebrates how ethically-minded approaches to teaching, learning and inquiry uncover strategies and pedagogy that encourage concepts such as ethical imagination and systems and design thinking practices.
Author: Mireille Hildebrandt
Publisher: Edward Elgar Publishing
ISBN: 1788972007
Category : Law
Languages : en
Pages : 295
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Book Description
This ground-breaking and timely book explores how big data, artificial intelligence and algorithms are creating new types of agency, and the impact that this is having on our lives and the rule of law. Addressing the issues in a thoughtful, cross-disciplinary manner, leading scholars in law, philosophy, computer science and politics examine the ways in which data-driven agency is transforming democratic practices and the meaning of individual choice.
Author: Alan E. Kazdin
Publisher: Cambridge University Press
ISBN: 1108838782
Category : Psychology
Languages : en
Pages : 821
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Book Description
Fully revised and updated, this text offers a comprehensive guide to research methods and research design in clinical psychology.
Author: Mirko Tobias Schäfer
Publisher:
ISBN: 9789462981362
Category : Big data
Languages : en
Pages : 267
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Book Description
The ability to gather data that can be crunched by machines is valuable for studying society. The new methods needed to work it require new skills and new ways of thinking about best research practices. This book reflects on the role and usefulness of big data, challenging overly optimistic expectations about what it can reveal, introducing practices and methods for its analysis and visualization, and raising important political and ethical questions regarding its collection, handling, and presentation.
Author: Francesco Miele
Publisher: Springer Nature
ISBN: 3031520491
Category :
Languages : en
Pages : 244
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Book Description
