SIHCSOC-PHAug 7, 2014

Science vs Conspiracy: collective narratives in the age of (mis)information

arXiv:1408.1667v1558 citations
Originality Synthesis-oriented
AI Analysis

This research addresses the problem of misinformation spread on social media for policymakers and platform designers, though it is incremental in building on existing studies of online behavior.

The study analyzed 1.2 million Facebook users to understand how scientific and conspiracy news are consumed, finding distinct communities form around these narratives, with conspiracy consumers more focused on their content and more likely to interact with false troll information.

The large availability of user provided contents on online social media facilitates people aggregation around common interests, worldviews and narratives. However, in spite of the enthusiastic rhetoric about the so called {\em wisdom of crowds}, unsubstantiated rumors -- as alternative explanation to main stream versions of complex phenomena -- find on the Web a natural medium for their dissemination. In this work we study, on a sample of 1.2 million of individuals, how information related to very distinct narratives -- i.e. main stream scientific and alternative news -- are consumed on Facebook. Through a thorough quantitative analysis, we show that distinct communities with similar information consumption patterns emerge around distinctive narratives. Moreover, consumers of alternative news (mainly conspiracy theories) result to be more focused on their contents, while scientific news consumers are more prone to comment on alternative news. We conclude our analysis testing the response of this social system to 4709 troll information -- i.e. parodistic imitation of alternative and conspiracy theories. We find that, despite the false and satirical vein of news, usual consumers of conspiracy news are the most prone to interact with them.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

Your Notes