Controversial information spreads faster and further than non-controversial information in Reddit

Dados Bibliográficos

ID7520192
AutoresJasser, Jasser Jasser (University of Central Florida), Ivan Garibay (0000-0002-3302-9382, University of Central Florida, autor correspondente), Steve Scheinert (Deloitte (United States)), Alexander V Mantzaris (0000-0002-0026-5725, University of Central Florida)
Ano2021
Volume5
Fascículo1
Páginas111-122
Data de publicação2021-05-25
Peer ReviewedSim
Open AccessSim
TipoARTICLE
PeriódicoJournal of Computational Social Science (JOURNAL)
Identificadores do periódicoISSN: 2432-2725 • E-ISSN: 2432-2717
EditoraSpringer Nature (PUBLISHER • SG)
DOI10.1007/s42001-021-00121-z
OpenAlexW3165338456
IdiomaEN
Citações recebidas6
Referências citadas19

Online users discuss and converse about all sorts of topics on social networks. Facebook, Twitter, Reddit are among many other networks where users can have this freedom of information sharing. The abundance of information shared over these networks makes them an attractive area for investigating all aspects of human behavior on information dissemination. Among the many interesting behaviors, controversiality within social cascades is of high interest to us. It is known that controversiality is bound to happen within online discussions. The online social network platform Reddit has the feature to tag comments as controversial if the users have mixed opinions about that comment. The difference between this study and previous attempts at understanding controversiality on social networks is that we do not investigate topics that are known to be controversial. On the contrary, we examine typical cascades with comments that the readers deemed to be controversial concerning the matter discussed. This work asks whether controversially initiated information cascades have distinctive characteristics than those not controversial in Reddit. We used data collected from Reddit consisting of around 17 million posts and their corresponding comments related to cybersecurity issues to answer these emerging questions. From the comparative analyses conducted, controversial content travels faster and further from its origin. Understanding this phenomenon would shed light on how users or organization might use it to their help in controlling and spreading a specific beneficiary message

Converse · Data science · Epistemology · Information cascade · Internet privacy · Phenomenon · Social media · Social network (sociolinguistics · World Wide Web · Complex Network Analysis Techniques · Computer Science · Misinformation and Its Impacts · Opinion Dynamics and Social Influence · Psychology · Social Psychology