Understanding Data Culture And Society

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Understanding Data, Culture and Society

Author : Pieter Verdegem
Publisher : SAGE Publications Limited
ISBN 13 : 1529700132
Total Pages : 241 pages
Book Rating : 4.5/5 (297 download)

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Book Synopsis Understanding Data, Culture and Society by : Pieter Verdegem

Download or read book Understanding Data, Culture and Society written by Pieter Verdegem and published by SAGE Publications Limited. This book was released on 2024-11-01 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: - How is data shaping our identities? - What was the ′data revolution′, and how did it happen? - How will AI change our societies? We live in the age of datafication: every aspect of our lives has been captured and transformed into data, from our sleeping patterns and step counts to our buying habits and political views. In this exciting new textbook, you will discover the intricate ways in which data and society are interwoven. Explaining key concepts such as ′big data′ and putting theory into practice throughout, this book will make you a better expert in data and society, offering an interdisciplinary overview of a rapidly evolving field. This textbook tackles the implications of big data for democracy, identity and the global economy, showing how we cannot view our lives as separate from the technologies we have come to rely on. With learning objectives, case studies, further reading and extra resources provided in each chapter, this book is the ideal companion for students in the digital humanities and social sciences looking to deepen their understanding of data, culture and society.

The Datafied Society

Author : Mirko Tobias Schäfer
Publisher :
ISBN 13 : 9789462981362
Total Pages : 267 pages
Book Rating : 4.9/5 (813 download)

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Book Synopsis The Datafied Society by : Mirko Tobias Schäfer

Download or read book The Datafied Society written by Mirko Tobias Schäfer and published by . This book was released on 2017 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Cultural Analytics

Author : Lev Manovich
Publisher : MIT Press
ISBN 13 : 0262360632
Total Pages : 332 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Cultural Analytics by : Lev Manovich

Download or read book Cultural Analytics written by Lev Manovich and published by MIT Press. This book was released on 2020-10-20 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: A book at the intersection of data science and media studies, presenting concepts and methods for computational analysis of cultural data. How can we see a billion images? What analytical methods can we bring to bear on the astonishing scale of digital culture--the billions of photographs shared on social media every day, the hundreds of millions of songs created by twenty million musicians on Soundcloud, the content of four billion Pinterest boards? In Cultural Analytics, Lev Manovich presents concepts and methods for computational analysis of cultural data. Drawing on more than a decade of research and projects from his own lab, Manovich offers a gentle, nontechnical introduction to the core ideas of data analytics and discusses the ways that our society uses data and algorithms.

Data Visualization in Society

Author : Martin Engebretsen
Publisher : Amsterdam University Press
ISBN 13 : 9463722904
Total Pages : 466 pages
Book Rating : 4.4/5 (637 download)

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Book Synopsis Data Visualization in Society by : Martin Engebretsen

Download or read book Data Visualization in Society written by Martin Engebretsen and published by Amsterdam University Press. This book was released on 2020-03-21 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today we are witnessing an increased use of data visualization in society. Across domains such as work, education and the news, various forms of graphs, charts and maps are used to explain, convince and tell stories. In an era in which more and more data are produced and circulated digitally, and digital tools make visualization production increasingly accessible, it is important to study the conditions under which such visual texts are generated, disseminated and thought to be of societal benefit. This book is a contribution to the multi-disciplined and multi-faceted conversation concerning the forms, uses and roles of data visualization in society. Do data visualizations do 'good' or 'bad'? Do they promote understanding and engagement, or do they do ideological work, privileging certain views of the world over others? The contributions in the book engage with these core questions from a range of disciplinary perspectives.

Cooking Data

Author : Cal (Crystal) Biruk
Publisher : Duke University Press
ISBN 13 : 0822371820
Total Pages : 302 pages
Book Rating : 4.8/5 (223 download)

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Book Synopsis Cooking Data by : Cal (Crystal) Biruk

Download or read book Cooking Data written by Cal (Crystal) Biruk and published by Duke University Press. This book was released on 2018-03-15 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Cooking Data Crystal Biruk offers an ethnographic account of research into the demographics of HIV and AIDS in Malawi to rethink the production of quantitative health data. While research practices are often understood within a clean/dirty binary, Biruk shows that data are never clean; rather, they are always “cooked” during their production and inevitably entangled with the lives of those who produce them. Examining how the relationships among fieldworkers, supervisors, respondents, and foreign demographers shape data, Biruk examines the ways in which units of information—such as survey questions and numbers written onto questionnaires by fieldworkers—acquire value as statistics that go on to shape national AIDS policy. Her approach illustrates how on-the-ground dynamics and research cultures mediate the production of global health statistics in ways that impact local economies and formulations of power and expertise.

All Data Are Local

Author : Yanni Alexander Loukissas
Publisher : MIT Press
ISBN 13 : 0262039664
Total Pages : 267 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis All Data Are Local by : Yanni Alexander Loukissas

Download or read book All Data Are Local written by Yanni Alexander Loukissas and published by MIT Press. This book was released on 2019-04-30 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to analyze data settings rather than data sets, acknowledging the meaning-making power of the local. In our data-driven society, it is too easy to assume the transparency of data. Instead, Yanni Loukissas argues in All Data Are Local, we should approach data sets with an awareness that data are created by humans and their dutiful machines, at a time, in a place, with the instruments at hand, for audiences that are conditioned to receive them. The term data set implies something discrete, complete, and portable, but it is none of those things. Examining a series of data sources important for understanding the state of public life in the United States—Harvard's Arnold Arboretum, the Digital Public Library of America, UCLA's Television News Archive, and the real estate marketplace Zillow—Loukissas shows us how to analyze data settings rather than data sets. Loukissas sets out six principles: all data are local; data have complex attachments to place; data are collected from heterogeneous sources; data and algorithms are inextricably entangled; interfaces recontextualize data; and data are indexes to local knowledge. He then provides a set of practical guidelines to follow. To make his argument, Loukissas employs a combination of qualitative research on data cultures and exploratory data visualizations. Rebutting the “myth of digital universalism,” Loukissas reminds us of the meaning-making power of the local.

Data Cultures in Higher Education

Author : Juliana E. Raffaghelli
Publisher : Springer Nature
ISBN 13 : 3031241932
Total Pages : 389 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Data Cultures in Higher Education by : Juliana E. Raffaghelli

Download or read book Data Cultures in Higher Education written by Juliana E. Raffaghelli and published by Springer Nature. This book was released on 2023-03-07 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection focuses on the role of higher education institutions concerning datafication as a complex phenomenon. It explores how the universities can develop data literac(ies) shaping tomorrow skills and “formae mentis” to face the most deleterious effects of datafication, but also to engage in creative and constructive ways with data. Notably, the book spots data practices within the two most relevant sides of academics’ professional practice, namely, research and teaching. Hence, the collection seeks to reflect on faculty’s professional learning about data infrastructures and practices. The book draws on a range of studies covering the higher education response to the several facets of data in society, from data surveillance and the algorithmic control of human behaviour to empowerment through the use of open data. The research reported ranges from literature overviews to multi-case and in-depth case studies illustrating institutional and educational responses to different problems connected to data. The ultimate intention is to provide conceptual bases and practical examples relating to universities’ faculty development policies to overcome data practices and discourses' fragmentation and contradictions: in a nutshell, to build “fair data cultures” in higher education.

Understanding Well-being Data

Author : Susan Oman
Publisher : Springer Nature
ISBN 13 : 3030729370
Total Pages : 405 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Understanding Well-being Data by : Susan Oman

Download or read book Understanding Well-being Data written by Susan Oman and published by Springer Nature. This book was released on 2021 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'Following the data' is a now-familiar phrase in Covid-19 policy communications. Well-being data are pivotal in decisions that affect our life chances, livelihoods and quality of life. They are increasingly valuable to companies with their eyes on profit, organisations looking to make a social impact, and governments focussed on societal problems. This book follows well-being data back centuries, showing they have long been used to track the health and wealth of society. It questions assumptions that have underpinned over 200 years of social science, statistical and policy work. Understanding Well-being Data is a readable, introductory book with real-life examples. Understanding the contexts of data and decision-making are critical for policy, practice and research that aims to do good, or at least avoid harm. Through its comprehensive survey and critical lens, this book provides tools to promote better understanding of the power and potential of well-being data for society, and the limits of their application.

Social Startup Success

Author : Kathleen Kelly Janus
Publisher : Da Capo Lifelong Books
ISBN 13 : 0738219916
Total Pages : 258 pages
Book Rating : 4.7/5 (382 download)

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Book Synopsis Social Startup Success by : Kathleen Kelly Janus

Download or read book Social Startup Success written by Kathleen Kelly Janus and published by Da Capo Lifelong Books. This book was released on 2018-01-16 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: With business advice from an expert entrepreneur, learn how to identify and leverage the key factors that will bring sustainability and success to your startup. Kathleen Kelly Janus, a lecturer at the Stanford University Program on Social Entrepreneurship and the founder of the successful social enterprise Spark, set out to investigate what makes a startup succeed or fail. She surveyed more than 200 high-performing social entrepreneurs and interviewed dozens of founders. Social Startup Success shares her findings for the legions of entrepreneurs working for social good, revealing how the best organizations get over the revenue hump. How do social ventures scale to over $2 million, Janus's clear benchmark for a social enterprise's sustainability? Janus, tapping into strong connections to the Silicon Valley world where many of these ventures are started or and/or funded, reveals insights from key figures such as DonorsChoose founder Charles Best, charity:water's Scott Harrison, Reshma Saujani of Girls Who Code and many others. Social Startup Success will be social entrepreneurship's essential playbook; the first definitive guide to solving the problem of scale.

The Culture Map

Author : Erin Meyer
Publisher : PublicAffairs
ISBN 13 : 1610392590
Total Pages : 289 pages
Book Rating : 4.6/5 (13 download)

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Book Synopsis The Culture Map by : Erin Meyer

Download or read book The Culture Map written by Erin Meyer and published by PublicAffairs. This book was released on 2014-05-27 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: An international business expert helps you understand and navigate cultural differences in this insightful and practical guide, perfect for both your work and personal life. Americans precede anything negative with three nice comments; French, Dutch, Israelis, and Germans get straight to the point; Latin Americans and Asians are steeped in hierarchy; Scandinavians think the best boss is just one of the crowd. It's no surprise that when they try and talk to each other, chaos breaks out. In The Culture Map, INSEAD professor Erin Meyer is your guide through this subtle, sometimes treacherous terrain in which people from starkly different backgrounds are expected to work harmoniously together. She provides a field-tested model for decoding how cultural differences impact international business, and combines a smart analytical framework with practical, actionable advice.

Data Feminism

Author : Catherine D'Ignazio
Publisher : MIT Press
ISBN 13 : 0262358530
Total Pages : 328 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Data Feminism by : Catherine D'Ignazio

Download or read book Data Feminism written by Catherine D'Ignazio and published by MIT Press. This book was released on 2020-03-31 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new way of thinking about data science and data ethics that is informed by the ideas of intersectional feminism. Today, data science is a form of power. It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought. Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.” Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.

Everyday Data Cultures

Author : Jean Burgess
Publisher : John Wiley & Sons
ISBN 13 : 1509547576
Total Pages : 119 pages
Book Rating : 4.5/5 (95 download)

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Book Synopsis Everyday Data Cultures by : Jean Burgess

Download or read book Everyday Data Cultures written by Jean Burgess and published by John Wiley & Sons. This book was released on 2022-06-08 with total page 119 pages. Available in PDF, EPUB and Kindle. Book excerpt: The AI revolution can seem powerful and unstoppable, extracting data from every aspect of our lives and subjecting us to unprecedented surveillance and control. But at ground level, even the most advanced ‘smart’ technologies are not as all-powerful as either the tech companies or their critics would have us believe. From gig worker activism to wellness tracking with sex toys and TikTokers' manipulation of the algorithm, this book shows how ordinary people are negotiating the datafication of society. The book establishes a new theoretical framework for understanding everyday experiences of data and automation, and offers guidance on the ethical responsibilities we share as we learn to live together with data-driven machines. Everyday Data Cultures is essential reading for students and researchers in digital media and communication, as well as for anyone interested in the role of data and AI in society.

The Routledge Companion to the Cultural Industries

Author : Kate Oakley
Publisher : Routledge
ISBN 13 : 1317533984
Total Pages : 593 pages
Book Rating : 4.3/5 (175 download)

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Book Synopsis The Routledge Companion to the Cultural Industries by : Kate Oakley

Download or read book The Routledge Companion to the Cultural Industries written by Kate Oakley and published by Routledge. This book was released on 2015-05-22 with total page 593 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge Companion to the Cultural Industries is collection of contemporary scholarship on the cultural industries and seeks to re-assert the importance of cultural production and consumption against the purely economic imperatives of the ‘creative industries’. Across 43 chapters drawn from a wide range of geographic and disciplinary perspectives, this comprehensive volume offers a critical and empirically-informed examination of the contemporary cultural industries. A range of cultural industries are explored, from videogames to art galleries, all the time focussing on the culture that is being produced and its wider symbolic and socio-cultural meaning. Individual chapters consider their industrial structure, the policy that governs them, their geography, the labour that produces them, and the meaning they offer to consumers and participants. The collection also explores the historical dimension of cultural industry debates providing context for new readers, as well as critical orientation for those more familiar with the subject. Questions of industry structure, labour, place, international development, consumption and regulation are all explored in terms of their historical trajectory and potential future direction. By assessing the current challenges facing the cultural industries this collection of contemporary scholarship provides students and researchers with an essential guide to key ideas, issues, concepts and debates in the field.

Information Technology and Data in Healthcare

Author : David Hartzband
Publisher : CRC Press
ISBN 13 : 0429590261
Total Pages : 101 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Information Technology and Data in Healthcare by : David Hartzband

Download or read book Information Technology and Data in Healthcare written by David Hartzband and published by CRC Press. This book was released on 2019-12-09 with total page 101 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare transformation requires us to continually look at new and better ways to manage insights – both within and outside the organization. Increasingly, the ability to glean and operationalize new insights efficiently as a byproduct of an organization’s day-to-day operations is becoming vital for hospitals and health systems to survive and prosper. One of the long-standing challenges in healthcare informatics has been the ability to deal with the sheer variety and volume of disparate healthcare data and the increasing need to derive veracity and value out of it. This book addresses several topics important to the understanding and use of data in healthcare. First, it provides a formal explanation based on epistemology (theory of knowledge) of what data actually is, what we can know about it, and how we can reason with it. The culture of data is also covered and where it fits into healthcare. Then, data quality is addressed, with a historical appreciation, as well as new concepts and insights derived from the author’s 35 years of experience in technology. The author provides a description of what healthcare data analysis is and how it is changing in the era of abundant data. Just as important is the topic of infrastructure and how it provides capability for data use. The book also describes how healthcare information infrastructure needs to change in order to meet current and future needs. The topics of artificial intelligence (AI) and machine learning in healthcare are also addressed. The author concludes with thoughts on the evolution of the role and use of data and information going into the future.

Human Data Interaction, Disadvantage and Skills in the Community

Author : Sarah Hayes
Publisher : Springer Nature
ISBN 13 : 3031318757
Total Pages : 326 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Human Data Interaction, Disadvantage and Skills in the Community by : Sarah Hayes

Download or read book Human Data Interaction, Disadvantage and Skills in the Community written by Sarah Hayes and published by Springer Nature. This book was released on 2023-07-31 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book provides a dynamic, cross-sectional, multidisciplinary perspective and dialogue to illuminate the challenges humans face in their interactions with data in their individual postdigital contexts in local communities. It offers unique insights from real cases, collaborations, and projects to extend existing academic theories and frameworks, applied to human data interactions, disadvantage, and digital skills. The book takes the novel approach of establishing co-authorship between cross-sector practitioners from the wider community (such as local authorities, councils, policy makers, small businesses, charities, education and skills providers, and other stakeholders) with international academics and researchers who write about humans, digital skills, and data. This develops an enabling cross-sector environment throughout the book that not only furthers broader understandings concerning data, disadvantage and digital skills in postdigital society, but also shares a template to support others who may wish to adopt this approach to co-authorship and knowledge exchange. The book revisits the Human Data Interaction (HDI) framework (Mortier, Haddadi, Henderson, McAuley, and Crowcroft 2014) through many diverse cross-sectoral perspectives. These are co-authored under the HDI framework’s key tenets of: agency, legibility, negotiability and resistance. These tenets form the main sections of the book, with chapters examining these concepts through both interdisciplinary academic literature and cross-sector dialogue with individuals and agencies from the wider community who work with diverse and often disadvantaged groups.

Measuring Culture

Author : John W. Mohr
Publisher : Columbia University Press
ISBN 13 : 0231542585
Total Pages : 290 pages
Book Rating : 4.2/5 (315 download)

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Book Synopsis Measuring Culture by : John W. Mohr

Download or read book Measuring Culture written by John W. Mohr and published by Columbia University Press. This book was released on 2020-08-11 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social scientists seek to develop systematic ways to understand how people make meaning and how the meanings they make shape them and the world in which they live. But how do we measure such processes? Measuring Culture is an essential point of entry for both those new to the field and those who are deeply immersed in the measurement of meaning. Written collectively by a team of leading qualitative and quantitative sociologists of culture, the book considers three common subjects of measurement—people, objects, and relationships—and then discusses how to pivot effectively between subjects and methods. Measuring Culture takes the reader on a tour of the state of the art in measuring meaning, from discussions of neuroscience to computational social science. It provides both the definitive introduction to the sociological literature on culture as well as a critical set of case studies for methods courses across the social sciences.

Uncharted

Author : Erez Aiden
Publisher : Penguin
ISBN 13 : 1101632119
Total Pages : 241 pages
Book Rating : 4.1/5 (16 download)

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Book Synopsis Uncharted by : Erez Aiden

Download or read book Uncharted written by Erez Aiden and published by Penguin. This book was released on 2013-12-26 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: “One of the most exciting developments from the world of ideas in decades, presented with panache by two frighteningly brilliant, endearingly unpretentious, and endlessly creative young scientists.” – Steven Pinker, author of The Better Angels of Our Nature Our society has gone from writing snippets of information by hand to generating a vast flood of 1s and 0s that record almost every aspect of our lives: who we know, what we do, where we go, what we buy, and who we love. This year, the world will generate 5 zettabytes of data. (That’s a five with twenty-one zeros after it.) Big data is revolutionizing the sciences, transforming the humanities, and renegotiating the boundary between industry and the ivory tower. What is emerging is a new way of understanding our world, our past, and possibly, our future. In Uncharted, Erez Aiden and Jean-Baptiste Michel tell the story of how they tapped into this sea of information to create a new kind of telescope: a tool that, instead of uncovering the motions of distant stars, charts trends in human history across the centuries. By teaming up with Google, they were able to analyze the text of millions of books. The result was a new field of research and a scientific tool, the Google Ngram Viewer, so groundbreaking that its public release made the front page of The New York Times, The Wall Street Journal, and The Boston Globe, and so addictive that Mother Jones called it “the greatest timewaster in the history of the internet.” Using this scope, Aiden and Michel—and millions of users worldwide—are beginning to see answers to a dizzying array of once intractable questions. How quickly does technology spread? Do we talk less about God today? When did people start “having sex” instead of “making love”? At what age do the most famous people become famous? How fast does grammar change? Which writers had their works most effectively censored by the Nazis? When did the spelling “donut” start replacing the venerable “doughnut”? Can we predict the future of human history? Who is better known—Bill Clinton or the rutabaga? All over the world, new scopes are popping up, using big data to quantify the human experience at the grandest scales possible. Yet dangers lurk in this ocean of 1s and 0s—threats to privacy and the specter of ubiquitous government surveillance. Aiden and Michel take readers on a voyage through these uncharted waters.