New #OpenAccess publication on the #Effects of Algorithmic #NewsRecommendation Systems (NRS): https://doi.org/10.1177/08944393221149290
In an experiment, we test whether exposure to #News selected by content-based #NRS leads to more #Polarization than exposure to random news items.
Results:
- Only very limited overall effects on polarization (= not supporting the #FilterBubble notion)
- But: If #Algorithm overemphasizes articles with #NegativeSentiment, #AffectivePolarization rises alongside reading time
#openaccess #effects #newsrecommendation #news #nrs #polarization #filterbubble #algorithm #negativesentiment #affectivepolarization
#introduction ๐
Pol comm scholar using interdisciplinary methods from computer science and the social sciences to understand the impact of news and social media on democracy. ๐๏ธ
#politicalpolarizationย #affectivepolarizationย #newsmediaย #socialmediaย #constructivenewsย #computationalmethods ๐
Doctoral student @ UT Austin. Knight Research Associate @ The Center for Media Engagement.
๐ฉ๐ฐ๐บ๐ธ๐ช๐บ
#computationalmethods #constructivenews #socialmedia #newsmedia #affectivepolarization #politicalpolarization #introduction