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Related papers: Analysing Russian Trolls via NLP tools

200 papers

Until recently, social media were seen to promote democratic discourse on social and political issues. However, this powerful communication ecosystem has come under scrutiny for allowing hostile actors to exploit online discussions in an…

Social and Information Networks · Computer Science 2018-12-06 Adam Badawy , Aseel Addawood , Kristina Lerman , Emilio Ferrara

Until recently, social media was seen to promote democratic discourse on social and political issues. However, this powerful communication platform has come under scrutiny for allowing hostile actors to exploit online discussions in an…

Social and Information Networks · Computer Science 2018-11-01 Adam Badawy , Emilio Ferrara , Kristina Lerman

Social media, once hailed as a vehicle for democratization and the promotion of positive social change across the globe, are under attack for becoming a tool of political manipulation and spread of disinformation. A case in point is the…

Social and Information Networks · Computer Science 2018-08-13 Adam Badawy , Kristina Lerman , Emilio Ferrara

There is evidence that Russia's Internet Research Agency attempted to interfere with the 2016 U.S. election by running fake accounts on Twitter - often referred to as "Russian trolls". In this work, we: 1) develop machine learning models…

Social and Information Networks · Computer Science 2019-02-01 Jane Im , Eshwar Chandrasekharan , Jackson Sargent , Paige Lighthammer , Taylor Denby , Ankit Bhargava , Libby Hemphill , David Jurgens , Eric Gilbert

We developed and used a collection of statistical methods (unsupervised machine learning) to extract relevant information from a Twitter supplied data set consisting of alleged Russian trolls who (allegedly) attempted to influence the 2016…

Social and Information Networks · Computer Science 2018-10-04 Christopher Griffin , Brady Bickel

It is a widely accepted fact that state-sponsored Twitter accounts operated during the 2016 US presidential election spreading millions of tweets with misinformation and inflammatory political content. Whether these social media campaigns…

Social and Information Networks · Computer Science 2019-10-07 Nikos Salamanos , Michael J. Jensen , Xinlei He , Yang Chen , Michael Sirivianos

The online new emerging suspicious users, that usually are called trolls, are one of the main sources of hate, fake, and deceptive online messages. Some agendas are utilizing these harmful users to spread incitement tweets, and as a…

Computation and Language · Computer Science 2019-10-04 Bilal Ghanem , Davide Buscaldi , Paolo Rosso

In a review into automated and malicious activity Twitter released a list of accounts that they believed were connected to state sponsored manipulation of the 2016 American Election. This list details 2,752 accounts Twitter believed to be…

Social and Information Networks · Computer Science 2018-01-29 Clare Llewellyn , Laura Cram , Adrian Favero , Robin L. Hill

We investigate the political roles of "Internet trolls" in social media. Political trolls, such as the ones linked to the Russian Internet Research Agency (IRA), have recently gained enormous attention for their ability to sway public…

Computation and Language · Computer Science 2019-10-07 Atanas Atanasov , Gianmarco De Francisci Morales , Preslav Nakov

Russian Internet Trolls use fake personas to spread disinformation through multiple social media streams. Given the increased frequency of this threat across social media platforms, understanding those operations is paramount in combating…

Social and Information Networks · Computer Science 2024-09-16 Sachith Dassanayaka , Ori Swed , Dimitri Volchenkov

In 2016, a network of social media accounts animated by Russian operatives attempted to divert political discourse within the American public around the presidential elections. This was a coordinated effort, part of a Russian-led complex…

Social and Information Networks · Computer Science 2024-09-13 Ori Swed , Sachith Dassanayaka , Dimitri Volchenkov

It is a widely accepted fact that state-sponsored Twitter accounts operated during the 2016 US presidential election, spreading millions of tweets with misinformation and inflammatory political content. Whether these social media campaigns…

Social and Information Networks · Computer Science 2024-10-30 Nikos Salamanos , Michael J. Jensen , Costas Iordanou , Michael Sirivianos

NLP research on public opinion manipulation campaigns has primarily focused on detecting overt strategies such as fake news and disinformation. However, information manipulation in the ongoing Russia-Ukraine war exemplifies how governments…

Computation and Language · Computer Science 2022-10-26 Chan Young Park , Julia Mendelsohn , Anjalie Field , Yulia Tsvetkov

For many, social networks have become the primary source of news, although the correctness of the provided information and its trustworthiness are often unclear. The investigations of the 2016 US presidential elections have brought the…

Cryptography and Security · Computer Science 2019-12-10 Ansgar Kellner , Lisa Rangosch , Christian Wressnegger , Konrad Rieck

Efforts by foreign actors to influence public opinion have gained considerable attention because of their potential to impact democratic elections. Thus, the ability to identify and counter sources of disinformation is increasingly becoming…

Social and Information Networks · Computer Science 2022-10-13 Mark M. Bailey

State-sponsored organizations are increasingly linked to efforts aimed to exploit social media for information warfare and manipulating public opinion. Typically, their activities rely on a number of social network accounts they control,…

Social and Information Networks · Computer Science 2021-01-12 Savvas Zannettou , Tristan Caulfield , Barry Bradlyn , Emiliano De Cristofaro , Gianluca Stringhini , Jeremy Blackburn

The recent past has highlighted the influential role of social networks and online media in shaping public debate on current affairs and political issues. This paper is focused on studying the role of politically-motivated actors and their…

Computers and Society · Computer Science 2020-02-18 Genevieve Gorrell , Mehmet E. Bakir , Ian Roberts , Mark A. Greenwood , Benedetta Iavarone , Kalina Bontcheva

Foreign power interference in domestic elections is an existential threat to societies. Manifested through myriad methods from war to words, such interference is a timely example of strategic interaction between economic and political…

Physics and Society · Physics 2020-02-26 David Rushing Dewhurst , Christopher M. Danforth , Peter Sheridan Dodds

Over the past couple of years, anecdotal evidence has emerged linking coordinated campaigns by state-sponsored actors with efforts to manipulate public opinion on the Web, often around major political events, through dedicated accounts, or…

Social and Information Networks · Computer Science 2019-03-05 Savvas Zannettou , Tristan Caulfield , Emiliano De Cristofaro , Michael Sirivianos , Gianluca Stringhini , Jeremy Blackburn

Twitter social network contains a large amount of information generated by its users. That information is composed of opinions and comments that may reflect trends in social behavior. There is talk of trend when it is possible to identify…

Information Retrieval · Computer Science 2016-11-09 Daniel Robins , Fernando Emmanuel Frati , Jonatan Alvarez , Jose Texier
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