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Data Democracy

Data Democracy
Author: Feras A. Batarseh
Publisher: Academic Press
Total Pages: 266
Release: 2020-01-28
Genre:
ISBN: 9780128183663

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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.


Democracy's Data

Democracy's Data
Author: Dan Bouk
Publisher: MCD
Total Pages: 217
Release: 2022-08-23
Genre: History
ISBN: 0374602557

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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.


Democratizing Our Data

Democratizing Our Data
Author: Julia Lane
Publisher: MIT Press
Total Pages: 187
Release: 2021-10-19
Genre: Political Science
ISBN: 0262542749

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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 and Democracy

Big Data and Democracy
Author: Macnish Kevin Macnish
Publisher: Edinburgh University Press
Total Pages: 256
Release: 2020-06-18
Genre: Philosophy
ISBN: 147446355X

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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.


Data versus Democracy

Data versus Democracy
Author: Kris Shaffer
Publisher: Apress
Total Pages: 130
Release: 2019-07-02
Genre: Mathematics
ISBN: 1484245407

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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.


Data Democracy

Data Democracy
Author: Feras A. Batarseh
Publisher: Academic Press
Total Pages: 266
Release: 2020-01-21
Genre: Science
ISBN: 0128189398

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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


The Age of Surveillance Capitalism

The Age of Surveillance Capitalism
Author: Shoshana Zuboff
Publisher: PublicAffairs
Total Pages: 658
Release: 2019-01-15
Genre: Business & Economics
ISBN: 1610395700

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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.


Flourishing Thought

Flourishing Thought
Author: Ruth A. Miller
Publisher: University of Michigan Press
Total Pages: 239
Release: 2020-03-06
Genre: Political Science
ISBN: 0472902334

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Challenging the posthumanist canon that celebrates the preeminence of matter, Ruth Miller, in Flourishing Thought contends that what nonhuman systems contribute to democracy is thought. Drawing on recent feminist theories of nonhuman life and politics, Miller shows that reproduction and flourishing are not antithetical to contemplation and sensitivity. After demonstrating that processes of life and processes of thought are indistinguishable, Miller finds that four menacing accumulations of matter and information—global surveillance, stored embryos, human clones, and reproductive trash—are politically productive rather than threats to democratic politics. As a consequence, she questions the usefulness of individual rights such as privacy and dignity, contests the value of the rational metaphysics underlying human-centered political participation, and reevaluates the gender relations that derive from this type of participation. Ultimately, in place of these human-centered structures, Miller posits a more meditative mode of democratic engagement. Miller’s argument has shattering implications for the debates over the proper use and disposal of embryonic tissue, alarms about data gathering by the state and corporations, and other major ethical, social, and security issues.


Prototype Politics

Prototype Politics
Author: Daniel Kreiss
Publisher: Oxford University Press
Total Pages: 305
Release: 2016-06-01
Genre: Political Science
ISBN: 0199350272

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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

Democracy's Meanings
Author: Nicholas T. Davis
Publisher: University of Michigan Press
Total Pages: 255
Release: 2022-08-30
Genre: Political Science
ISBN: 0472220381

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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.