Data Democracy

Data Democracy Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Data Democracy book. This book definitely worth reading, it is an incredibly well-written.

Data Democracy

Feras A. Batarseh,Ruixin Yang
Data Democracy Book PDF

Author : Feras A. Batarseh,Ruixin Yang
Publisher : Academic Press
Page : 266 pages
File Size : 51,8 Mb
Release : 2020-01-28
Category : Electronic
ISBN : 0128183667

Get Book

Data Democracy by Feras A. Batarseh,Ruixin Yang Pdf

This book provides a manifesto to data democracy. After reading the chapters of this book, you are informed and suitably warned! You are already part of the data republic, and you (and all of us) need to ensure that our data fall in the right hands. Everything you click, buy, swipe, try, sell, drive, or fly is a data point. But who owns the data? At this point, not you! You do not even have access to most of it. The next best empire of our planet is one who owns and controls the world's best dataset. If you consume or create data, if you are a citizen of the data republic (willingly or grudgingly), and if you are interested in making a decision or finding the truth through data-driven analysis, this book is for you. A group of experts, academics, data science researchers, and industry practitioners gathered to write this manifesto about data democracy. - The future of the data republic, life within a data democracy, and our digital freedoms. - An in-depth analysis of open science, open data, open source software, and their future challenges. - A comprehensive review of data democracy's implications within domains such as: healthcare, space exploration, earth sciences, business, and psychology. - The democratization of Artificial Intelligence (AI), and data issues such as: bias, imbalance, context, and knowledge extraction. - A systematic review of AI methods applied to software engineering problems.

Democratizing Our Data

Julia Lane
Democratizing Our Data Book PDF

Author : Julia Lane
Publisher : MIT Press
Page : 187 pages
File Size : 41,7 Mb
Release : 2021-10-19
Category : Political Science
ISBN : 9780262542746

Get Book

Democratizing Our Data by Julia Lane Pdf

A wake-up call for America to create a new framework for democratizing data. Public data are foundational to our democratic system. People need consistently high-quality information from trustworthy sources. In the new economy, wealth is generated by access to data; government's job is to democratize the data playing field. Yet data produced by the American government are getting worse and costing more. In Democratizing Our Data, Julia Lane argues that good data are essential for democracy. Her book is a wake-up call to America to fix its broken public data system.

Data versus Democracy

Kris Shaffer
Data versus Democracy Book PDF

Author : Kris Shaffer
Publisher : Apress
Page : 130 pages
File Size : 47,5 Mb
Release : 2019-07-02
Category : Mathematics
ISBN : 9781484245408

Get Book

Data versus Democracy by Kris Shaffer Pdf

Human attention is in the highest demand it has ever been. The drastic increase in available information has compelled individuals to find a way to sift through the media that is literally at their fingertips. Content recommendation systems have emerged as the technological solution to this social and informational problem, but they’ve also created a bigger crisis in confirming our biases by showing us only, and exactly, what it predicts we want to see. Data versus Democracy investigates and explores how, in the era of social media, human cognition, algorithmic recommendation systems, and human psychology are all working together to reinforce (and exaggerate) human bias. The dangerous confluence of these factors is driving media narratives, influencing opinions, and possibly changing election results. In this book, algorithmic recommendations, clickbait, familiarity bias, propaganda, and other pivotal concepts are analyzed and then expanded upon via fascinating and timely case studies: the 2016 US presidential election, Ferguson, GamerGate, international political movements, and more events that come to affect every one of us. What are the implications of how we engage with information in the digital age? Data versus Democracy explores this topic and an abundance of related crucial questions. We live in a culture vastly different from any that has come before. In a society where engagement is currency, we are the product. Understanding the value of our attention, how organizations operate based on this concept, and how engagement can be used against our best interests is essential in responsibly equipping ourselves against the perils of disinformation. Who This Book Is For Individuals who are curious about how social media algorithms work and how they can be manipulated to influence culture. Social media managers, data scientists, data administrators, and educators will find this book particularly relevant to their work.

Big Data and Democracy

Macnish Kevin Macnish
Big Data and Democracy Book PDF

Author : Macnish Kevin Macnish
Publisher : Edinburgh University Press
Page : 256 pages
File Size : 46,5 Mb
Release : 2020-06-18
Category : Philosophy
ISBN : 9781474463553

Get Book

Big Data and Democracy by Macnish Kevin Macnish Pdf

What's wrong with targeted advertising in political campaigns? Should we be worried about echo chambers? How does data collection impact on trust in society? As decision-making becomes increasingly automated, how can decision-makers be held to account? This collection consider potential solutions to these challenges. It brings together original research on the philosophy of big data and democracy from leading international authors, with recent examples - including the 2016 Brexit Referendum, the Leveson Inquiry and the Edward Snowden leaks. And it asks whether an ethical compass is available or even feasible in an ever more digitised and monitored world.

The Age of Surveillance Capitalism

Shoshana Zuboff
The Age of Surveillance Capitalism Book PDF

Author : Shoshana Zuboff
Publisher : PublicAffairs
Page : 658 pages
File Size : 48,6 Mb
Release : 2019-01-15
Category : Business & Economics
ISBN : 9781610395700

Get Book

The Age of Surveillance Capitalism by Shoshana Zuboff Pdf

The challenges to humanity posed by the digital future, the first detailed examination of the unprecedented form of power called "surveillance capitalism," and the quest by powerful corporations to predict and control our behavior. In this masterwork of original thinking and research, Shoshana Zuboff provides startling insights into the phenomenon that she has named surveillance capitalism. The stakes could not be higher: a global architecture of behavior modification threatens human nature in the twenty-first century just as industrial capitalism disfigured the natural world in the twentieth. Zuboff vividly brings to life the consequences as surveillance capitalism advances from Silicon Valley into every economic sector. Vast wealth and power are accumulated in ominous new "behavioral futures markets," where predictions about our behavior are bought and sold, and the production of goods and services is subordinated to a new "means of behavioral modification." The threat has shifted from a totalitarian Big Brother state to a ubiquitous digital architecture: a "Big Other" operating in the interests of surveillance capital. Here is the crucible of an unprecedented form of power marked by extreme concentrations of knowledge and free from democratic oversight. Zuboff's comprehensive and moving analysis lays bare the threats to twenty-first century society: a controlled "hive" of total connection that seduces with promises of total certainty for maximum profit -- at the expense of democracy, freedom, and our human future. With little resistance from law or society, surveillance capitalism is on the verge of dominating the social order and shaping the digital future -- if we let it.

Democracy's Data

Dan Bouk
Democracy s Data Book PDF

Author : Dan Bouk
Publisher : MCD
Page : 217 pages
File Size : 40,6 Mb
Release : 2022-08-23
Category : History
ISBN : 9780374602550

Get Book

Democracy's Data by Dan Bouk Pdf

ONE OF THE NEW YORK TIMES BOOK REVIEW'S 100 NOTABLE BOOKS OF 2022 From the historian Dan Bouk, a lesson in reading between the lines of the U.S. census to uncover the stories behind the data. The census isn’t just a data-collection process; it’s a ritual, and a tool, of American democracy. Behind every neat grid of numbers is a collage of messy, human stories—you just have to know how to read them. In Democracy’s Data, the data historian Dan Bouk examines the 1940 U.S. census, uncovering what those numbers both condense and cleverly abstract: a universe of meaning and uncertainty, of cultural negotiation and political struggle. He introduces us to the men and women employed as census takers, bringing us with them as they go door to door, recording the lives of their neighbors. He takes us into the makeshift halls of the Census Bureau, where hundreds of civil servants, not to mention machines, labored with pencil and paper to divide and conquer the nation’s data. And he uses these little points to paint bigger pictures, such as of the ruling hand of white supremacy, the place of queer people in straight systems, and the struggle of ordinary people to be seen by the state as they see themselves. The 1940 census is a crucial entry in American history, a controversial dataset that enabled the creation of New Deal era social programs, but that also, with the advent of World War Two, would be weaponized against many of the citizens whom it was supposed to serve. In our age of quantification, Democracy’s Data not only teaches us how to read between the lines but gives us a new perspective on the relationship between representation, identity, and governance today.

The Little Black Book of Data and Democracy

Kyle Taylor
The Little Black Book of Data and Democracy Book PDF

Author : Kyle Taylor
Publisher : Byline Books
Page : 147 pages
File Size : 55,9 Mb
Release : 2021-03-30
Category : Political Science
ISBN : 9781838462901

Get Book

The Little Black Book of Data and Democracy by Kyle Taylor Pdf

How much data does Facebook really have on me? What is a cookie on the Internet? Is my Amazon Alexa listening to me? Why can’t I seem to stop scrolling endlessly down my Instagram feed? Did social media really help cause an attempted coup in the United States? How did we go from short, 140-character tweets to attempted coups in less than two decades? How much data does Facebook really have on me? Is my Amazon Alexa listening to me? The Little Black Book of Data and Democracy demystifies these seemingly complex topics to help you understand how our very way of life is under threat and what you can do about it before it’s too late. Powered by your personal data, social media has transformed our way of life, from how we get information, meet people and create increasingly siloed communities. This has had a profound impact on democratic society. Our shared reality – the way we collectively understand the world – has rapidly been replaced by conflicting micro-realities that are often fueled by conspiracy theories, lies and “fake news.” This has been driven by a business model that supposedly gives us everything for free. All we have to do is give up our personal data and privacy. If you aren’t paying for the product, then you are the product.

Data Democracy

Feras A. Batarseh,Ruixin Yang
Data Democracy Book PDF

Author : Feras A. Batarseh,Ruixin Yang
Publisher : Academic Press
Page : 266 pages
File Size : 46,7 Mb
Release : 2020-01-21
Category : Science
ISBN : 9780128189399

Get Book

Data Democracy by Feras A. Batarseh,Ruixin Yang Pdf

Data Democracy: At the Nexus of Artificial Intelligence, Software Development, and Knowledge Engineering provides a manifesto to data democracy. After reading the chapters of this book, you are informed and suitably warned! You are already part of the data republic, and you (and all of us) need to ensure that our data fall in the right hands. Everything you click, buy, swipe, try, sell, drive, or fly is a data point. But who owns the data? At this point, not you! You do not even have access to most of it. The next best empire of our planet is one who owns and controls the world’s best dataset. If you consume or create data, if you are a citizen of the data republic (willingly or grudgingly), and if you are interested in making a decision or finding the truth through data-driven analysis, this book is for you. A group of experts, academics, data science researchers, and industry practitioners gathered to write this manifesto about data democracy. The future of the data republic, life within a data democracy, and our digital freedoms An in-depth analysis of open science, open data, open source software, and their future challenges A comprehensive review of data democracy's implications within domains such as: healthcare, space exploration, earth sciences, business, and psychology The democratization of Artificial Intelligence (AI), and data issues such as: Bias, imbalance, context, and knowledge extraction A systematic review of AI methods applied to software engineering problems

Data Activism and Social Change

Miren Gutiérrez
Data Activism and Social Change Book PDF

Author : Miren Gutiérrez
Publisher : Springer
Page : 178 pages
File Size : 54,7 Mb
Release : 2018-05-02
Category : Social Science
ISBN : 9783319783192

Get Book

Data Activism and Social Change by Miren Gutiérrez Pdf

This book efficiently contributes to our understanding of the interplay between data, technology and communicative practice on the one hand, and democratic participation on the other. It addresses the emergence of proactive data activism, a new sociotechnical phenomenon in the field of action that arises as a reaction to massive datafication, and makes affirmative use of data for advocacy and social change. By blending empirical observation and in-depth qualitative interviews, Gutiérrez brings to the fore a debate about the social uses of the data infrastructure and examines precisely how people employ it, in combination with other technologies, to collaborate and act for social change.

Democratizing Our Data

Julia Lane
Democratizing Our Data Book PDF

Author : Julia Lane
Publisher : MIT Press
Page : 187 pages
File Size : 51,9 Mb
Release : 2021-10-19
Category : Political Science
ISBN : 9780262542746

Get Book

Democratizing Our Data by Julia Lane Pdf

A wake-up call for America to create a new framework for democratizing data. Public data are foundational to our democratic system. People need consistently high-quality information from trustworthy sources. In the new economy, wealth is generated by access to data; government's job is to democratize the data playing field. Yet data produced by the American government are getting worse and costing more. In Democratizing Our Data, Julia Lane argues that good data are essential for democracy. Her book is a wake-up call to America to fix its broken public data system.

Big Data, Political Campaigning and the Law

Normann Witzleb,Moira Paterson,Janice Richardson
Big Data Political Campaigning and the Law Book PDF

Author : Normann Witzleb,Moira Paterson,Janice Richardson
Publisher : Routledge
Page : 206 pages
File Size : 47,8 Mb
Release : 2019-12-06
Category : Computers
ISBN : 9781000747393

Get Book

Big Data, Political Campaigning and the Law by Normann Witzleb,Moira Paterson,Janice Richardson Pdf

In this multidisciplinary book, experts from around the globe examine how data-driven political campaigning works, what challenges it poses for personal privacy and democracy, and how emerging practices should be regulated. The rise of big data analytics in the political process has triggered official investigations in many countries around the world, and become the subject of broad and intense debate. Political parties increasingly rely on data analytics to profile the electorate and to target specific voter groups with individualised messages based on their demographic attributes. Political micro-targeting has become a major factor in modern campaigning, because of its potential to influence opinions, to mobilise supporters and to get out votes. The book explores the legal, philosophical and political dimensions of big data analytics in the electoral process. It demonstrates that the unregulated use of big personal data for political purposes not only infringes voters’ privacy rights, but also has the potential to jeopardise the future of the democratic process, and proposes reforms to address the key regulatory and ethical questions arising from the mining, use and storage of massive amounts of voter data. Providing an interdisciplinary assessment of the use and regulation of big data in the political process, this book will appeal to scholars from law, political science, political philosophy and media studies, policy makers and anyone who cares about democracy in the age of data-driven political campaigning.

Prototype Politics

Daniel Kreiss
Prototype Politics Book PDF

Author : Daniel Kreiss
Publisher : Oxford University Press
Page : 272 pages
File Size : 45,9 Mb
Release : 2016-06-01
Category : Political Science
ISBN : 9780199350278

Get Book

Prototype Politics by Daniel Kreiss Pdf

Given the advanced state of digital technology and social media, one would think that the Democratic and Republican Parties would be reasonably well-matched in terms of their technology uptake and sophistication. But as past presidential campaigns have shown, this is not the case. So what explains this odd disparity? Political scientists have shown that Republicans effectively used the strategy of party building and networking to gain campaign and electoral advantage throughout the twentieth century. In Prototype Politics, Daniel Kreiss argues that contemporary campaigning has entered a new technology-intensive era that the Democratic Party has engaged to not only gain traction against the Republicans, but to shape the new electoral context and define what electoral participation means in the twenty-first century. Prototype Politics provides an analytical framework for understanding why and how campaigns are newly "technology-intensive," and why digital media, data, and analytics are at the forefront of contemporary electoral dynamics. The book discusses the importance of infrastructure, the contexts within which technological innovation happens, and how the collective making of prototypes shapes parties and their technological futures. Drawing on an analysis of the careers of 629 presidential campaign staffers from 2004-2012, as well as interviews with party elites on both sides of the aisle, Prototype Politics details how and why the Democrats invested more in technology, were able to attract staffers with specialized expertise to work in electoral politics, and founded an array of firms to diffuse technological innovations down ballot and across election cycles. Taken together, this book shows how the differences between the major party campaigns on display in 2012 were shaped by their institutional histories since 2004, as well as that of their extended network of allied organizations. In the process, this book argues that scholars need to understand how technological development around politics happens in time and how the dynamics on display during presidential cycles are the outcome of longer processes.

Democracy's Meanings

Nicholas T. Davis,Kirby Goidel,Keith Gaddie
Democracy s Meanings Book PDF

Author : Nicholas T. Davis,Kirby Goidel,Keith Gaddie
Publisher : University of Michigan Press
Page : 255 pages
File Size : 46,8 Mb
Release : 2022-08-30
Category : Political Science
ISBN : 9780472220380

Get Book

Democracy's Meanings by Nicholas T. Davis,Kirby Goidel,Keith Gaddie Pdf

Democracy’s Meanings challenges conventional wisdom regarding how the public thinks about and evaluates democracy. Mining both political theory and more than 75 years of public opinion data, the book argues that Americans think about democracy in ways that go beyond voting or elected representation. Instead, citizens have rich and substantive views about the material conditions that democracy should produce, which draw from their beliefs about equality, fairness, and justice. The authors construct a typology of views about democracy. Procedural views of democracy take a minimalistic quality. While voting and fair treatment are important to this vision of democracy, ideas about equality are mostly limited to civil liberties. In contrast, social views of democracy incorporate both civil and economic equality; according to people with these views, democracy ought to meet the basic social and material needs of citizens. Complementing these two groups are moderate and indifferent views about democracy. While moderate views sit somewhere in between procedural and social perspectives regarding the role of democracy in producing social and economic equality, indifferent views of democracy involve disaffection toward it. For a small group of apathetic citizens, democracy is an ambiguous and ill-defined concept.

Data Protection and Privacy

Dara Hallinan,Ronald Leenes,Serge Gutwirth,Paul de Hert
Data Protection and Privacy Book PDF

Author : Dara Hallinan,Ronald Leenes,Serge Gutwirth,Paul de Hert
Publisher : Bloomsbury Publishing
Page : 240 pages
File Size : 47,9 Mb
Release : 2020-01-23
Category : Law
ISBN : 9781509932757

Get Book

Data Protection and Privacy by Dara Hallinan,Ronald Leenes,Serge Gutwirth,Paul de Hert Pdf

The subjects of this volume are more relevant than ever, especially in light of the raft of electoral scandals concerning voter profiling. This volume brings together papers that offer conceptual analyses, highlight issues, propose solutions, and discuss practices regarding privacy and data protection. It is one of the results of the twelfth annual International Conference on Computers, Privacy and Data Protection, CPDP, held in Brussels in January 2019. The book explores the following topics: dataset nutrition labels, lifelogging and privacy by design, data protection iconography, the substance and essence of the right to data protection, public registers and data protection, modelling and verification in data protection impact assessments, examination scripts and data protection law in Cameroon, the protection of children's digital rights in the GDPR, the concept of the scope of risk in the GDPR and the ePrivacy Regulation. This interdisciplinary book has been written at a time when the scale and impact of data processing on society – not only on individuals, but also on social systems – is becoming ever starker. It discusses open issues as well as daring and prospective approaches, and will serve as an insightful resource for readers with an interest in computers, privacy and data protection.

Data Democratization with Domo

Jeff Burtenshaw
Data Democratization with Domo Book PDF

Author : Jeff Burtenshaw
Publisher : Packt Publishing Ltd
Page : 576 pages
File Size : 50,7 Mb
Release : 2022-06-17
Category : Computers
ISBN : 9781800562981

Get Book

Data Democratization with Domo by Jeff Burtenshaw Pdf

Overcome data challenges at record speed and cloud-scale that optimize businesses by transforming raw data into dashboards and apps which democratize data consumption, supercharging results with the cloud-based solution, Domo Key Features • Acquire data and automate data pipelines quickly for any data volume, variety, and velocity • Present relevant stories in dashboards and custom apps that drive favorable outcomes using Domo • Share information securely and govern content including Domo content embedded in other tools Book Description Domo is a power-packed business intelligence (BI) platform that empowers organizations to track, analyze, and activate data in record time at cloud scale and performance. Data Democratization with Domo begins with an overview of the Domo ecosystem. You'll learn how to get data into the cloud with Domo data connectors and Workbench; profile datasets; use Magic ETL to transform data; work with in-memory data sculpting tools (Data Views and Beast Modes); create, edit, and link card visualizations; and create card drill paths using Domo Analyzer. Next, you'll discover options to distribute content with real-time updates using Domo Embed and digital wallboards. As you advance, you'll understand how to use alerts and webhooks to drive automated actions. You'll also build and deploy a custom app to the Domo Appstore and find out how to code Python apps, use Jupyter Notebooks, and insert R custom models. Furthermore, you'll learn how to use Auto ML to automatically evaluate dozens of models for the best fit using SageMaker and produce a predictive model as well as use Python and the Domo Command Line Interface tool to extend Domo. Finally, you'll learn how to govern and secure the entire Domo platform. By the end of this book, you'll have gained the skills you need to become a successful Domo master. What you will learn • Understand the Domo cloud data warehouse architecture and platform • Acquire data with Connectors, Workbench, and Federated Queries • Sculpt data using no-code Magic ETL, Data Views, and Beast Modes • Profile data with the Data Dictionary, Data Profile, and Usage tools • Use a storytelling pattern to create dashboards with Domo Stories • Create, share, and monitor custom alerts activated using webhooks • Create custom Domo apps, use the Domo CLI, and code with the Python API • Automate model operations with Python programming and R scripting Who this book is for This book is for BI developers, ETL developers, and Domo users looking for a comprehensive, end-to-end guide to exploring Domo features for BI. Chief data officers, data strategists, architects, and BI managers interested in a new paradigm for integrated cloud data storage, data transformation, storytelling, content distribution, custom app development, governance, and security will find this book useful. Business analysts seeking new ways to tell relevant stories to shape business performance will also benefit from this book. A basic understanding of Domo will be helpful.