The Paradox of Information Access: Growing Isolation in the Age of Sharing

04/04/2020
by   Tarek Abdelzaher, et al.
0

Modern online media, such as Twitter, Instagram, and YouTube, enable anyone to become an information producer and to offer online content for potentially global consumption. By increasing the amount of globally accessible real-time information, today's ubiquitous producers contribute to a world, where an individual consumes vanishingly smaller fractions of all produced content. In general, consumers preferentially select information that closely matches their individual views and values. The bias inherent in such selection is further magnified by today's information curation services that maximize user engagement (and thus service revenue) by filtering new content in accordance with observed consumer preferences. Consequently, individuals get exposed to increasingly narrower bands of the ideology spectrum. Societies get fragmented into increasingly ideologically isolated enclaves. These enclaves (or echo-chambers) then become vulnerable to misinformation spread, which in turn further magnifies polarization and bias. We call this dynamic the paradox of information access; a growing ideological fragmentation in the age of sharing. This article describes the technical, economic, and socio-cognitive contributors to this paradox, and explores research directions towards its mitigation.

READ FULL TEXT

page 2

page 5

page 7

page 8

research
03/02/2020

YouTube Recommendations and Effects on Sharing Across Online Social Platforms

YouTube recently announced a decision to exclude potentially harmful con...
research
11/25/2020

Evaluating the scale, growth, and origins of right-wing echo chambers on YouTube

Although it is understudied relative to other social media platforms, Yo...
research
06/16/2021

Infodemics on Youtube: Reliability of Content and Echo Chambers on COVID-19

Social media radically changed how information is consumed and reported....
research
11/08/2020

Echo Chambers in Collaborative Filtering Based Recommendation Systems

Recommendation systems underpin the serving of nearly all online content...
research
11/27/2019

Fooling with facts: Quantifying anchoring bias through a large-scale online experiment

Living in the 'Information Age' means that not only access to informatio...
research
02/05/2018

Spot that Bird: A Location Based Bird Game

In today's age of pervasive computing and social media people make exten...
research
04/02/2019

Dynamic Pricing for Controlling Age of Information

Fueled by the rapid development of communication networks and sensors in...

Please sign up or login with your details

Forgot password? Click here to reset