ID: 1409.2651

Social determinants of content selection in the age of (mis)information

September 9, 2014

View on ArXiv
Alessandro Bessi, Guido Caldarelli, Vicario Michela Del, Antonio Scala, Walter Quattrociocchi
Computer Science
Physics
Social and Information Netwo...
Computers and Society
Data Analysis, Statistics an...
Physics and Society

Despite the enthusiastic rhetoric about the so called \emph{collective intelligence}, conspiracy theories -- e.g. global warming induced by chemtrails or the link between vaccines and autism -- find on the Web a natural medium for their dissemination. Users preferentially consume information according to their system of beliefs and the strife within users of opposite narratives may result in heated debates. In this work we provide a genuine example of information consumption from a sample of 1.2 million of Facebook Italian users. We show by means of a thorough quantitative analysis that information supporting different worldviews -- i.e. scientific and conspiracist news -- are consumed in a comparable way by their respective users. Moreover, we measure the effect of the exposure to 4709 evidently false information (satirical version of conspiracy theses) and to 4502 debunking memes (information aiming at contrasting unsubstantiated rumors) of the most polarized users of conspiracy claims. We find that either contrasting or teasing consumers of conspiracy narratives increases their probability to interact again with unsubstantiated rumors.

Similar papers 1

Misinformation spreading on Facebook

June 28, 2017

96% Match
Fabiana Zollo, Walter Quattrociocchi
Social and Information Netwo...

Social media are pervaded by unsubstantiated or untruthful rumors, that contribute to the alarming phenomenon of misinformation. The widespread presence of a heterogeneous mass of information sources may affect the mechanisms behind the formation of public opinion. Such a scenario is a florid environment for digital wildfires when combined with functional illiteracy, information overload, and confirmation bias. In this essay, we focus on a collection of works aiming at provid...

Find SimilarView on arXiv

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

August 7, 2014

96% Match
Alessandro Bessi, Mauro Coletto, George Alexandru Davidescu, Antonio Scala, ... , Quattrociocchi Walter
Social and Information Netwo...
Human-Computer Interaction
Physics and Society

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 infor...

Find SimilarView on arXiv

Trend of Narratives in the Age of Misinformation

April 20, 2015

94% Match
Alessandro Bessi, Fabiana Zollo, Vicario Michela Del, Antonio Scala, ... , Quattrociocchi Walter
Social and Information Netwo...
Human-Computer Interaction
Physics and Society

Social media enabled a direct path from producer to consumer of contents changing the way users get informed, debate, and shape their worldviews. Such a {\em disintermediation} weakened consensus on social relevant issues in favor of rumors, mistrust, and fomented conspiracy thinking -- e.g., chem-trails inducing global warming, the link between vaccines and autism, or the New World Order conspiracy. In this work, we study through a thorough quantitative analysis how differ...

Find SimilarView on arXiv

Collective attention in the age of (mis)information

March 13, 2014

94% Match
Delia Mocanu, Luca Rossi, Qian Zhang, ... , Quattrociocchi Walter
Social and Information Netwo...
Computers and Society
Physics and Society

In this work we study, on a sample of 2.3 million individuals, how Facebook users consumed different information at the edge of political discussion and news during the last Italian electoral competition. Pages are categorized, according to their topics and the communities of interests they pertain to, in a) alternative information sources (diffusing topics that are neglected by science and main stream media); b) online political activism; and c) main stream media. We show th...

Find SimilarView on arXiv

Viral Misinformation: The Role of Homophily and Polarization

November 11, 2014

94% Match
Aris Anagnostopoulos, Alessandro Bessi, Guido Caldarelli, Vicario Michela Del, Fabio Petroni, Antonio Scala, ... , Quattrociocchi Walter
Social and Information Netwo...
Computers and Society
Physics and Society

The spreading of unsubstantiated rumors on online social networks (OSN) either unintentionally or intentionally (e.g., for political reasons or even trolling) can have serious consequences such as in the recent case of rumors about Ebola causing disruption to health-care workers. Here we show that indicators aimed at quantifying information consumption patterns might provide important insights about the virality of false claims. In particular, we address the driving forces be...

Find SimilarView on arXiv
93% Match
Fabiana Zollo, Alessandro Bessi, Vicario Michela Del, Antonio Scala, Guido Caldarelli, Louis Shekhtman, ... , Quattrociocchi Walter
Computers and Society
Human-Computer Interaction
Social and Information Netwo...

Recently a simple military exercise on the Internet was perceived as the beginning of a new civil war in the US. Social media aggregate people around common interests eliciting a collective framing of narratives and worldviews. However, the wide availability of user-provided content and the direct path between producers and consumers of information often foster confusion about causations, encouraging mistrust, rumors, and even conspiracy thinking. In order to contrast such a ...

Decoding the News Media Diet of Disinformation Spreaders

February 3, 2024

92% Match
Anna Bertani, Valeria Mazzeo, Riccardo Gallotti
Physics and Society
Social and Information Netwo...

In the digital era, information consumption is predominantly channeled through online news media disseminated on social media platforms. Understanding the complex dynamics of the news media environment and users habits within the digital ecosystem is a challenging task that requires at the same time large bases of data and accurate methodological approaches. This study contributes to this expanding research landscape by employing network science methodologies and entropic mea...

Find SimilarView on arXiv

Public discourse and news consumption on online social media: A quantitative, cross-platform analysis of the Italian Referendum

February 20, 2017

92% Match
Vicario Michela Del, Sabrina Gaito, Walter Quattrociocchi, ... , Zollo Fabiana
Social and Information Netwo...
Physics and Society

The rising attention to the spreading of fake news and unsubstantiated rumors on online social media and the pivotal role played by confirmation bias led researchers to investigate different aspects of the phenomenon. Experimental evidence showed that confirmatory information gets accepted even if containing deliberately false claims while dissenting information is mainly ignored or might even increase group polarization. It seems reasonable that, to address misinformation pr...

Find SimilarView on arXiv

Emotional Dynamics in the Age of Misinformation

May 29, 2015

92% Match
Fabiana Zollo, Petra Kralj Novak, Vicario Michela Del, Alessandro Bessi, Igor Mozetic, Antonio Scala, ... , Quattrociocchi Walter
Social and Information Netwo...
Computers and Society
Physics and Society

According to the World Economic Forum, the diffusion of unsubstantiated rumors on online social media is one of the main threats for our society. The disintermediated paradigm of content production and consumption on online social media might foster the formation of homophile communities (echo-chambers) around specific worldviews. Such a scenario has been shown to be a vivid environment for the diffusion of false claims, in particular with respect to conspiracy theories. No...

Find SimilarView on arXiv

(Mis)Information Operations: An Integrated Perspective

December 23, 2019

91% Match
Matteo Cinelli, Mauro Conti, Livio Finos, Francesco Grisolia, Petra Kralj Novak, Antonio Peruzzi, Maurizio Tesconi, ... , Quattrociocchi Walter
Computers and Society
Social and Information Netwo...

The massive diffusion of social media fosters disintermediation and changes the way users are informed, the way they process reality, and the way they engage in public debate. The cognitive layer of users and the related social dynamics define the nature and the dimension of informational threats. Users show the tendency to interact with information adhering to their preferred narrative and to ignore dissenting information. Confirmation bias seems to account for users decisio...

Find SimilarView on arXiv