Data Versus Democracy
Description
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.
Subjects
Subjects
Algorithms
Big data
Big data -- Political aspects
Big data -- Social aspects
Business
Computer programming
Computers
Database management
Data mining
Electronic books
Industries
Information technology
Information technology -- Political aspects
Information technology -- Social aspects
Mathematics
Political aspects
Probabilities
Social aspects
Statistics
Big data
Big data -- Political aspects
Big data -- Social aspects
Business
Computer programming
Computers
Database management
Data mining
Electronic books
Industries
Information technology
Information technology -- Political aspects
Information technology -- Social aspects
Mathematics
Political aspects
Probabilities
Social aspects
Statistics
More Details
Contributors:
ISBN:
9781484245408
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Grouping Information
Grouped Work ID | edab299b-db80-ef1c-8771-2d64e58deb15 |
---|---|
Grouping Title | data versus democracy |
Grouping Author | kris shaffer |
Grouping Category | book |
Grouping Language | English (eng) |
Last Grouping Update | 2025-05-02 22:24:25PM |
Last Indexed | 2025-07-07 23:49:44PM |
Solr Fields
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author
Shaffer, Kris
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hoopla digital
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Shaffer, Kris
display_description
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.
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eBook
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Non Fiction
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Quarter
Six Months
Year
Six Months
Year
primary_isbn
9781484245408
publishDate
2019
publisher
Apress
recordtype
grouped_work
subject_facet
Algorithms
Big data -- Political aspects
Big data -- Social aspects
Business
Computer programming
Computers
Data mining
Database management
Electronic books
Industries
Information technology -- Political aspects
Information technology -- Social aspects
Mathematics
Probabilities
Statistics
Big data -- Political aspects
Big data -- Social aspects
Business
Computer programming
Computers
Data mining
Database management
Electronic books
Industries
Information technology -- Political aspects
Information technology -- Social aspects
Mathematics
Probabilities
Statistics
title_display
Data Versus Democracy
title_full
Data Versus Democracy [electronic resource] / Kris Shaffer
title_short
Data Versus Democracy
topic_facet
Algorithms
Big data
Business
Computer programming
Computers
Data mining
Database management
Electronic books
Industries
Information technology
Mathematics
Political aspects
Probabilities
Social aspects
Statistics
Big data
Business
Computer programming
Computers
Data mining
Database management
Electronic books
Industries
Information technology
Mathematics
Political aspects
Probabilities
Social aspects
Statistics
Solr Details Tables
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