Learning in the Wild: Coding for Learning and Practice on Reddit. Learning, Media and Technology 43(3): 219-235
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Proceedings of the Fifteenth International AAAI Conference on Web and Social Media (ICWSM 2021) A Large Open Dataset from the Parler Social Network Max Aliapoulios1, Emmi Bevensee2, Jeremy Blackburn3, Barry Bradlyn4, Emiliano De Cristofaro5, Gianluca Stringhini6, Savvas Zannettou7 1New York University, 2SMAT, 3Binghamton University, 4University of Illinois at Urbana-Champaign, 5University College London, 6Boston University, 7Max Planck Institute for Informatics [email protected], [email protected], [email protected], [email protected], [email protected], [email protected], [email protected] Abstract feasible in technical terms to create a new social media plat- Parler is as an “alternative” social network promoting itself form, but marketing the platform towards specific polarized as a service that allows to “speak freely and express yourself communities is an extremely successful strategy to bootstrap openly, without fear of being deplatformed for your views.” a user base. In other words, there is a subset of users on Twit- Because of this promise, the platform become popular among ter, Facebook, Reddit, etc., that will happily migrate to a new users who were suspended on mainstream social networks platform, especially if it advertises moderation policies that for violating their terms of service, as well as those fearing do not restrict the growth and spread of political polariza- censorship. In particular, the service was endorsed by several tion, conspiracy theories, extremist ideology, hateful and vi- conservative public figures, encouraging people to migrate olent speech, and mis- and dis-information. from traditional social networks. After the storming of the US Capitol on January 6, 2021, Parler has been progressively de- Parler. -
What Is Gab? a Bastion of Free Speech Or an Alt-Right Echo Chamber?
What is Gab? A Bastion of Free Speech or an Alt-Right Echo Chamber? Savvas Zannettou Barry Bradlyn Emiliano De Cristofaro Cyprus University of Technology Princeton Center for Theoretical Science University College London [email protected] [email protected] [email protected] Haewoon Kwak Michael Sirivianos Gianluca Stringhini Qatar Computing Research Institute Cyprus University of Technology University College London & Hamad Bin Khalifa University [email protected] [email protected] [email protected] Jeremy Blackburn University of Alabama at Birmingham [email protected] ABSTRACT ACM Reference Format: Over the past few years, a number of new “fringe” communities, Savvas Zannettou, Barry Bradlyn, Emiliano De Cristofaro, Haewoon Kwak, like 4chan or certain subreddits, have gained traction on the Web Michael Sirivianos, Gianluca Stringhini, and Jeremy Blackburn. 2018. What is Gab? A Bastion of Free Speech or an Alt-Right Echo Chamber?. In WWW at a rapid pace. However, more often than not, little is known about ’18 Companion: The 2018 Web Conference Companion, April 23–27, 2018, Lyon, how they evolve or what kind of activities they attract, despite France. ACM, New York, NY, USA, 8 pages. https://doi.org/10.1145/3184558. recent research has shown that they influence how false informa- 3191531 tion reaches mainstream communities. This motivates the need to monitor these communities and analyze their impact on the Web’s information ecosystem. 1 INTRODUCTION In August 2016, a new social network called Gab was created The Web’s information ecosystem is composed of multiple com- as an alternative to Twitter. -
It's About Ethics in Games Journalism? Gamergaters and Geek
SMSXXX10.1177/2056305116672484Social Media + SocietyBraithwaite 672484research-article2016 SI: Making Digital Cultures Social Media + Society October-December 2016: 1 –10 It’s About Ethics in Games Journalism? © The Author(s) 2016 Reprints and permissions: sagepub.co.uk/journalsPermissions.nav Gamergaters and Geek Masculinity DOI: 10.1177/2056305116672484 sms.sagepub.com Andrea Braithwaite Abstract #Gamergate is an online movement ostensibly dedicated to reforming ethics in video games journalism. In practice, it is characterized by viciously sexual and sexist attacks on women in and around gaming communities. #Gamergate is also a site for articulating “Gamergater” as a form of geek masculinity. #Gamergate discussions across social media platforms illustrate how Gamergaters produce and reproduce this gendered identity. Gamergaters perceive themselves as crusaders, under siege from critics they pejoratively refer to as SJWs (social justice warriors). By leveraging social media for concern-trolling about gaming as an innocuous masculine pastime, Gamergaters situate the heterosexual White male as both the typical gamer and the real victim of #Gamergate. #Gamergate is a specific and virulent online node in broader discussions of privilege, difference, and identity politics. Gamergaters are an instructive example of how social media operate as vectors for public discourses about gender, sexual identity, and equality, as well as safe spaces for aggressive and violent misogyny. Keywords Gamergate, gaming cultures, geek masculinity, online harassment, social media At the end of August 2014, many online gaming communities situate themselves as the “real” victims, oppressed by calls erupted into vicious arguments—ostensibly about ethics in for diversity and at risk of losing “their” games to more video game journalism, but more pointedly about gender, inclusive ones. -
Understanding the Qanon Conspiracy from the Perspective of Canonical Information
The Gospel According to Q: Understanding the QAnon Conspiracy from the Perspective of Canonical Information Max Aliapoulios*;y, Antonis Papasavva∗;z, Cameron Ballardy, Emiliano De Cristofaroz, Gianluca Stringhini, Savvas Zannettou◦, and Jeremy Blackburn∓ yNew York University, zUniversity College London, Boston University, ◦Max Planck Institute for Informatics, ∓Binghamton University [email protected], [email protected], [email protected], [email protected], [email protected], [email protected], [email protected] — iDRAMA, https://idrama.science — Abstract administration of a vaccine [54]. Some of these theories can threaten democracy itself [46, 50]; e.g., Pizzagate emerged The QAnon conspiracy theory claims that a cabal of (literally) during the 2016 US Presidential elections and claimed that blood-thirsty politicians and media personalities are engaged Hillary Clinton was involved in a pedophile ring [51]. in a war to destroy society. By interpreting cryptic “drops” of A specific example of the negative consequences social me- information from an anonymous insider calling themself Q, dia can have is the QAnon conspiracy theory. It originated on adherents of the conspiracy theory believe that Donald Trump the Politically Incorrect Board (/pol/) of the anonymous im- is leading them in an active fight against this cabal. QAnon ageboard 4chan via a series of posts from a user going by the has been covered extensively by the media, as its adherents nickname Q. Claiming to be a US government official, Q de- have been involved in multiple violent acts, including the Jan- scribed a vast conspiracy of actors who have infiltrated the US uary 6th, 2021 seditious storming of the US Capitol building. -
The Fringe Insurgency Connectivity, Convergence and Mainstreaming of the Extreme Right
The Fringe Insurgency Connectivity, Convergence and Mainstreaming of the Extreme Right Jacob Davey Julia Ebner About this paper About the authors This report maps the ecosystem of the burgeoning Jacob Davey is a Researcher and Project Coordinator at ‘new’ extreme right across Europe and the US, which is the Institute for Strategic Dialogue (ISD), overseeing the characterised by its international outlook, technological development and delivery of a range of online counter- sophistication, and overtures to groups outside of the extremism initiatives. His research interests include the traditional recruitment pool for the extreme-right. This role of communications technologies in intercommunal movement is marked by its opportunistic pragmatism, conflict, the use of internet culture in information seeing movements which hold seemingly contradictory operations, and the extreme-right globally. He has ideologies share a bed for the sake of achieving provided commentary on the extreme right in a range common goals. It examines points of connectivity of media sources including The Guardian, The New York and collaboration between disparate groups and Times and the BBC. assesses the interplay between different extreme-right movements, key influencers and subcultures both Julia Ebner is a Research Fellow at the Institute for online and offline. Strategic Dialogue (ISD) and author of The Rage: The Vicious Circle of Islamist and Far-Right Extremism. Her research focuses on extreme right-wing mobilisation strategies, cumulative extremism and European terrorism prevention initiatives. She advises policy makers and tech industry leaders, regularly writes for The Guardian and The Independent and provides commentary on broadcast media, including the BBC and CNN. © ISD, 2017 London Washington DC Beirut Toronto This material is offered free of charge for personal and non-commercial use, provided the source is acknowledged. -
The Community Industry: an Analysis of Reddit and /R/Socialism
THE COMMUNITY INDUSTRY: AN ANALYSIS OF REDDIT AND /R/SOCIALISM Richard Babb A Dissertation Submitted to the Graduate College of Bowling Green State University in partial fulfillment of the requirements for the degree of DOCTOR OF PHILOSOPHY May 2021 Committee: Radhika Gajjala, Advisor Samuel T McAbee, Graduate Faculty Representative Lara Lengel Yanqin Lu © 2021 Richard Babb All Rights Reserved iii ABSTRACT Radhika Gajjala, Advisor Social media is an increasingly important space for community formation and interactions. Coinciding with the rise of social media has been an increasing interest in leftist ideologies once outside the mainstream. This analysis seeks to understand the social media site Reddit.com’s enabling and constraining features on the community /r/socialism. Using the communicative theory of identity and Marxist media theory not only to look at Reddit and /r/socialism’s relationship, but five key functions of a media: capital-economic, media sales and media market function, commodity circulation, domination, and the audience. Employing a mixed-methods approach enabled various data to be analyzed and relationally understood. Qualitative content analysis was used to examine user’s salient topics and their uses for the community. Survey methods were deployed to the community to gather demographic data on the /r/socialism community and user opinions on the group’s relationship with Reddit. Finally, secondary documents were analyzed to provide greater context to the other findings. Findings from the content analysis of salient subjects showed a preference for contemporary capitalist critique, socialist quotations, and class issues. However, topics impacting women and other minority groups were light to nonexistent. -
Fake News and Misinformation Policy Lab Practicum (Spring 2017)
ST ANFORD Fake News & Misinformation Policy Practicum 2017 PRACTICUM RESEARCFacebookH TEAM: Research Team Jacob Finkel, JD ’19, Steven Jiang,Mufan BS ’17, Luo, PhD ‘22 Mufan Luo, PhD ’22, Rebecca Mears, JD/MPP ’19, Danaë Metaxa-Kakavouli, PhD ’20Camille, Peeples, JD ‘18 Camille Peeples, JD ’18, BrendanArjun Sasso, Shenoy,JD ’19, JD ‘19 Arjun Shenoy, JD ’19, Vincent Sheu, JD/MS ’18 , Nicolás Torres-Echeverry, JSM ’17 Google Research Team INSTRUCTOR AND PROJECTDanaë LEAD MetaxaS: -Kakavouli, PhD ‘20 Nicolás Torres-Echeverry, JSM ‘17 SENATOR RUSS FEINGOLD Edwin A. Heafey, Jr., Visiting Professor of Law Luciana Herman, Ph.D. Twitter Research Team Lecturer in Law Program Director, Law and Policy LabJacob Finkel, JD ‘19 Steven Jiang, BS ‘17 Ashwin Aravind, JD ‘18 Teaching Assistant Rebecca Mears, JD/MPP ‘19 Katie Joseff, MA ‘19 Research Assistant Reddit Research Team October POLICY CLIENT: Brendan Sasso, JD ‘19 Hewlett Foundation MadisonVincent Initiative Sheu, JD/MS ’18 2017 1 Acknowledgements This report reflects the research and analysis of an inter-disciplinary law and graduate student team enrolled in the Stanford Law School Fake News and Misinformation Policy Lab Practicum (Spring 2017). Under the guidance of instructor Senator Russ Feingold, the Edwin A. Heafey Visiting Professor of Law, the practicum surveyed the roles of four major online platforms in the spread of fake news beginning with the 2016 U.S. election. Assisting Senator Feingold in the practicum were Policy Lab Program Director and Lecturer Luciana Herman, Ph.D., and Teaching Assistant Ashwin Aravind, J.D. ’18. Brendan Sasso, J.D. ’19, served as the exceptional lead student editor for the report. -
Arxiv:2009.04885V3
“Is it a Qoincidence?”: A First Step Towards Understanding and Characterizing the QAnon Movement on Voat.co Antonis Papasavva1, Jeremy Blackburn2 Gianluca Stringhini3, Savvas Zannettou4, and Emiliano De Cristofaro1 1University College London, 2Binghamton University, 3Boston University, 4Max Planck Institute for Informatics [email protected], [email protected], [email protected], [email protected], [email protected] – iDRAMA Lab – Abstract media platforms has helped the spread of conspiracy theo- ries in general, and politically oriented ones in particular. Online fringe communities offer fertile grounds for users to For instance, the Pizzagate conspiracy theory emerged during seek and share paranoid ideas fueling suspicion of mainstream the 2016 US presidential elections, claiming that candidate news, and outright conspiracy theories. Among these, the Hillary Clinton was involved in a pedophile ring [40]. Even QAnon conspiracy theory has emerged in 2017 on 4chan, when widely debunked, conspiracy theories can help motivate broadly supporting the idea that powerful politicians, aristo- detractors and demotivate supporters, thus potentially threat- crats, and celebrities are closely engaged in a global pedophile ening democracies. ring. At the same time, governments are thought to be con- Over the past few years, a new conspiracy, known as trolled by “puppet masters,” as democratically elected offi- “QAnon,” has emerged that is somewhat related to Pizzagate. cials serve as a fake showroom of democracy. It originated on the anonymous Politically Incorrect (/pol/) In this paper, we provide an empirical exploratory anal- board of 4chan by a user going by the nickname “Q,” who ysis of the QAnon community on Voat.co, a Reddit-esque posted numerous threads claiming to be a US government news aggregator, which has recently captured the interest official with a top-secret Q clearance, in October 2017 [10]. -
Fearless Speech
FEARLESS SPEECH Mary Anne Franks* ABSTRACT The American conception of free speech is primarily defined as the freedom to say whatever one wants, with little regard for the quality, context, or impact of the speech. Thus, American free speech doctrine is often characterized as neutral with regard to the speaker and the content of speech; in practice, however, it consistently privileges powerful over vulnerable speakers and harmful over critical speech. From Philadelphia to Skokie to Charlottesville, the First Amendment has been interpreted to protect speech by white men that silences and endangers women and minorities. As free speech doctrine and practice become increasingly concerned with private as well as state action, free speech becomes even more of a monopoly and monoculture dominated by the interests of white men. The impoverished and elitist conception of free speech that governs current American legal theory and practice undermines all three values the First Amendment is meant to protect: autonomy, truth, and democracy. This Article proposes that First Amendment theory and practice should be reoriented around ancient Greek concept of parrhesia, or fearless speech. As the philosopher Michel Foucault describes it, the speaker of parrhesia “chooses frankness instead of persuasion, truth instead of falsehood or silence, the risk of death instead of life and security, criticism instead of flattery, and moral duty instead of self-interest and moral apathy.” Parrhesia is, in essence, the act of speaking truth to power. The more fearless the speech, the more protection and encouragement it should receive, both from state and private actors; the more reckless the speech, the less protection and encouragement it should receive. -
Mutual Radicalisation of Opposing Extremist Groups Via the Internet
PREPRINT Mutual radicalisation of opposing extremist groups via the Internet John D. Gallacher* Marc W. Heerdink Oxford Internet Institute Department of Social Psychology University of Oxford University of Amsterdam Abstract Social media has become a common arena for both far-right and Islamic extremist groups to stoke division through the spreading of propaganda and hate speech. This online hate is suggested to drive extremism online, and in some cases lead to offline hate crimes and violence. Whether this online radicalisation happens in isolation within a group, or whether there is an interdependent relationship of mutual radicalisation, is unclear. A possible process by which mutual radicalisation could occur would be if social media incite users to commit offline violence, and if this offline violence in return triggers online reactions from both the target and perpetrator groups. This however has not been tested. This study addresses these questions by investigating the nature of the online-offline relationship of extremist hate. We combine data from the social media platform Gab, variations in Internet search trends, and offline hate crimes in three countries, and test for temporal relationships between opposing extremist groups. Our findings show that online hate from far-right groups both precedes offline violence from these same groups, and spikes following offline violence from opposing Islamic extremist groups. Additionally, far-right Islamophobic violence offline is also followed by increased online interest in Islamic extremist -
Internetsownboy Transcri
[Music] >>A cofounder of the social, news and entertainment website Reddit has been found dead. >>He certainly was a prodigy, although he never kind of thought of himself like that. >>He was totally unexcited about starting businesses and making money. >>There's a profound sense of loss tonight in Highland Park, Aaron Swartz's hometown, as loved ones say goodbye to one of the Internet's brightest lights. >>Freedom, open access, and computer activists are mourning his loss. >>An astonishing intellect, if you talk to people who knew him. >>He was killed by the government, and MIT betrayed all of its basic principles. >>They wanted to make an example out of him, okay? >>Governments have an insatiable desire to control. >>He was potentially facing 35 years in prison and a one million dollar fine. >>Raising questions of prosecutorial zeal, and I would say even misconduct. Have you looked into that particular matter and reached any conclusions? >>Growing up, you know, I slowly had this process of realizing that all the things around me that people had told me were just the natural way things were, the way things always would be. They weren't natural at all, they were things that could be changed and they were things that, more importantly were wrong and should change. And once I realized that, there was really kind of no going back. >>Welcome to story reading time. The name of the book is "Paddington at the Fair". >>Well, he was born in Highland Park and grew up here. Aaron came from a family of three brothers, all extraordinarily bright. -
Should You Take Investment Advice from Wallstreetbets?
Should You Take Investment Advice From WallStreetBets? Should You Take Investment Advice From WallStreetBets? A DataDriven Approach May 2021 Tolga Buz Gerard de Melo Hasso Plattner Institute, Potsdam Hasso Plattner Institute, Potsdam [email protected] [email protected] Abstract Reddit’s WallStreetBets (WSB) community has come to prominence in light of its notable role in affecting the stock prices of what are now referred to as meme stocks. Yet very little is known about the reliability of the highly speculative investment advice disseminated on WSB. This paper analyses WSB data spanning from January 2019 to April 2021 in order to assess how successful an investment strategy relying on the community’s recommenda tions could have been. We detect buy and sell advice and identify the community’s most popular stocks, based on which we define a WSB portfolio. Our evaluation shows that this portfolio has grown approx. 200% over the last three years and approx. 480% over the last year, significantly outperforming the S&P500. The average shortterm accuracy of buy and sell signals, in contrast, is not found to be significantly better than randomly or equally distributed buy decisions within the same time frame. However, we present a tech nique for estimating whether posts are proactive as opposed to reactive and show that by focusing on a subset of more promising buy signals, a trader could have made investments yielding higher returns than the broader market or the strategy of trusting all posted buy signals. Lastly, the analysis is also conducted specifically for the period before 2021 in or der to factor out the effects of the GameStop hype of January 2021 – the results confirm the conclusions and suggest that the 2021 hype merely amplified preexisting characteristics.