Democracy's Data

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

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.

Data Democracy

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

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

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

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.

The Little Black Book of Data and Democracy

The Little Black Book of Data and Democracy
Author: Kyle Taylor
Publisher: Byline Books
Total Pages: 147
Release: 2021-03-30
Genre: Political Science
ISBN: 1838462902

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 versus Democracy

Data versus Democracy
Author: Kris Shaffer
Publisher: Apress
Total Pages: 120
Release: 2019-07-03
Genre: Computers
ISBN: 9781484245392

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

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

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.

Weapons of Math Destruction

Weapons of Math Destruction
Author: Cathy O'Neil
Publisher: Crown Publishing Group (NY)
Total Pages: 274
Release: 2016
Genre: Business & Economics
ISBN: 0553418815

"A former Wall Street quantitative analyst sounds an alarm on mathematical modeling, a pervasive new force in society that threatens to undermine democracy and widen inequality,"--NoveList.

Prototype Politics

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

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 Detectives

Democracy’s Detectives
Author: James Hamilton
Publisher: Harvard University Press
Total Pages: 381
Release: 2016-10-10
Genre: Business & Economics
ISBN: 0674545508

Winner of the Goldsmith Book Prize, Shorenstein Center on Media, Politics and Public Policy at the Harvard Kennedy School of Government Winner of the Tankard Book Award, Association for Education in Journalism and Mass Communication Winner of the Frank Luther Mott–Kappa Tau Alpha Journalism & Mass Communication Research Award In democratic societies, investigative journalism holds government and private institutions accountable to the public. From firings and resignations to changes in budgets and laws, the impact of this reporting can be significant—but so too are the costs. As newspapers confront shrinking subscriptions and advertising revenue, who is footing the bill for journalists to carry out their essential work? Democracy’s Detectives puts investigative journalism under a magnifying glass to clarify the challenges and opportunities facing news organizations today. “Hamilton’s book presents a thoughtful and detailed case for the indispensability of investigative journalism—and just at the time when we needed it. Now more than ever, reporters can play an essential role as society’s watchdogs, working to expose corruption, greed, and injustice of the years to come. For this reason, Democracy’s Detectives should be taken as both a call to arms and a bracing reminder, for readers and journalists alike, of the importance of the profession.” —Anya Schiffrin, The Nation “A highly original look at exactly what the subtitle promises...Has this topic ever been more important than this year?” —Tyler Cowen, Marginal Revolution

The Age of Surveillance Capitalism

The Age of Surveillance Capitalism
Author: Shoshana Zuboff
Publisher: PublicAffairs
Total Pages: 683
Release: 2019-01-15
Genre: Business & Economics
ISBN: 1610395700

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.