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Bots, social media accounts controlled by software rather than by humans, have recently been under the spotlight for their association with various forms of online manipulation. To date, much work has focused on social bot detection, but…

Human-Computer Interaction · Computer Science 2018-02-15 Iacopo Pozzana , Emilio Ferrara

Computational propaganda deploys social or political bots to try to shape, steer and manipulate online public discussions and influence decisions. Collective behaviour of populations of social bots has not been yet widely studied, though…

Physics and Society · Physics 2017-06-02 Andrej Duh , Marjan Slak Rupnik , Dean Korošak

Recent research brought awareness of the issue of bots on social media and the significant risks of mass manipulation of public opinion in the context of political discussion. In this work, we leverage Twitter to study the discourse during…

Social and Information Networks · Computer Science 2019-02-11 Luca Luceri , Ashok Deb , Adam Badawy , Emilio Ferrara

In an era where social media platforms are central to political communication, the activity of bots raises pressing concerns about amplification, manipulation, and misinformation. Drawing on more than 315 million tweets posted from August…

Social and Information Networks · Computer Science 2025-12-12 Merve Ipek Bal , Diogo Pacheco

Nowadays, social media represent persuasive tools that have been progressively weaponized to affect people's beliefs, spread manipulative narratives, and sow conflicts along divergent factions. Software-controlled accounts (i.e., bots) are…

Social and Information Networks · Computer Science 2020-10-30 Luca Luceri , Felipe Cardoso , Silvia Giordano

Social bots can affect online communication among humans. We study this phenomenon by focusing on #YaMeCanse, the most active protest hashtag in the history of Twitter in Mexico. Accounts using the hashtag are classified using the BotOrNot…

Computers and Society · Computer Science 2016-09-28 Pablo Suárez-Serrato , Margaret E. Roberts , Clayton A. Davis , Filippo Menczer

Using agent-based modeling approach, in this paper, we study self-organized dynamics of interacting agents in the presence of chat Bots. Different Bots with tunable ``human-like'' attributes, which exchange emotional messages with agents,…

Physics and Society · Physics 2015-06-15 Bosiljka Tadic , Milovan Suvakov

The 2022 Russian invasion of Ukraine emphasises the role social media plays in modern-day warfare, with conflict occurring in both the physical and information environments. There is a large body of work on identifying malicious…

Physics and Society · Physics 2023-01-11 Bridget Smart , Joshua Watt , Sara Benedetti , Lewis Mitchell , Matthew Roughan

Crisis situations are characterised by their sudden occurrence and an unclear information situation. In that context, social media platforms have become a highly utilised resource for collective information gathering to fill these gaps.…

Human-Computer Interaction · Computer Science 2018-10-23 Florian Brachten , Milad Mirbabaie , Stefan Stieglitz , Olivia Berger , Sarah Bludau , Kristina Schrickel

The Turing test aimed to recognize the behavior of a human from that of a computer algorithm. Such challenge is more relevant than ever in today's social media context, where limited attention and technology constrain the expressive power…

Social and Information Networks · Computer Science 2017-03-07 Emilio Ferrara , Onur Varol , Clayton Davis , Filippo Menczer , Alessandro Flammini

We study how bots contribute to open-source discussions in the Ethereum ecosystem and whether they influence developers' emotional tone. Our dataset covers 36,875 accounts across ten repositories with 105 validated bots (0.28%). Human…

Software Engineering · Computer Science 2026-03-26 Matteo Vaccargiu , Riccardo Lai , Maria Ilaria Lunesu , Andrea Pinna , Giuseppe Destefanis

Society's reliance on social media as a primary source of news has spawned a renewed focus on the spread of misinformation. In this work, we identify the differences in how social media accounts identified as bots react to news sources of…

Social and Information Networks · Computer Science 2018-07-17 Maria Glenski , Tim Weninger , Svitlana Volkova

Serious concerns have been raised about the role of 'socialbots' in manipulating public opinion and influencing the outcome of elections by retweeting partisan content to increase its reach. Here we analyze the role and influence of…

Social and Information Networks · Computer Science 2018-05-18 Marian-Andrei Rizoiu , Timothy Graham , Rui Zhang , Yifei Zhang , Robert Ackland , Lexing Xie

Online Social Networks represent a novel opportunity for political campaigns, revolutionising the paradigm of political communication. Nevertheless, many studies uncovered the presence of d/misinformation campaigns or of malicious…

Social and Information Networks · Computer Science 2024-03-21 Matteo Bruno , Renaud Lambiotte , Fabio Saracco

Bots have become increasingly prevalent in the digital sphere and have taken up a proactive role in shaping democratic processes. While previous studies have focused on their influence at the individual level, their potential macro-level…

Computers and Society · Computer Science 2024-05-30 Beril Bulat , Martin Hilbert

A very large number of people use Online Social Networks daily. Such platforms thus become attractive targets for agents that seek to gain access to the attention of large audiences, and influence perceptions or opinions. Botnets,…

Bots have been playing a crucial role in online platform ecosystems, as efficient and automatic tools to generate content and diffuse information to the social media human population. In this chapter, we will discuss the role of social bots…

Social and Information Networks · Computer Science 2018-09-27 Emilio Ferrara

Quantitative research of emotions in psychology and machine-learning methods for extracting emotion components from text messages open an avenue for physical science to explore the nature of stochastic processes in which emotions play a…

Social and Information Networks · Computer Science 2014-04-17 Bosiljka Tadic , Vladimir Gligorijevic , Marcin Skowron , Milovan Suvakov

In recent years, there has been a huge increase in the number of bots online, varying from Web crawlers for search engines, to chatbots for online customer service, spambots on social media, and content-editing bots in online collaboration…

Social and Information Networks · Computer Science 2017-02-28 Milena Tsvetkova , Ruth García-Gavilanes , Luciano Floridi , Taha Yasseri

Societies are complex systems which tend to polarize into sub-groups of individuals with dramatically opposite perspectives. This phenomenon is reflected -- and often amplified -- in online social networks where, however, humans are no more…

Physics and Society · Physics 2019-03-01 Massimo Stella , Emilio Ferrara , Manlio De Domenico
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