Computational Propaganda in Germany: a Cautionary Tale
Total Page:16
File Type:pdf, Size:1020Kb
Load more
Recommended publications
-
Vorländer, Herold, Schäller
Wer geht zu PEGIDA und warum? Eine empirische Untersuchung von PEGIDA-Demonstranten in Dresden Hans Vorländer, Maik Herold, Steven Schäller Schriften zur Verfassungs- und Demokratieforschung 1 / 2015 Die Schriften zur Verfassungs- und Demokratieforschung dienen der Doku menta tion laufender Forschungsvorhaben am Lehrstuhl für Politische Theorie und Ideengeschichte sowie am Zentrum für Verfassungs und Demokratieforschung an der Technischen Universität Dresden. Wer geht zu PEGIDA und warum? Eine empirische Untersuchung von PEGIDADemonstranten in Dresden Hans Vorländer Maik Herold Steven Schäller Dresden 2015 Vorschlag zur Zitierweise: Hans Vorländer / Maik Herold / Steven Schäller: Wer geht zu PEGIDA und warum? Eine empirische Untersuchung von PEGIDADemonstranten in Dresden. Dresden 2015. Dank gilt den mitwirkenden Mitarbeiterinnen und Mitarbeitern sowie Studierenden des Dresdner Lehrstuhls für Politische Theorie und Ideengeschichte und der Professur für Didaktik der Politischen Bildung. Ihre engagierte Unterstützung hat zu einem wesentlichen Teil die Durchführung der Befragung unter den Teilnehmern der Dresdner PEGIDAVeranstaltungen ermöglicht. Gefördert mit Mitteln der Fritz Thyssen Stiftung im Rahmen des Projekts „Der gute Bürger. Erwartungshorizonte und Zuschreibungspraxen“. Bibliografische Information der Deutschen Nationalbibliothek: Die Deutsche Natio nalbibliothek verzeichnet diese Publikation in der Deutschen Nationalbibliografie. http://dnb.ddb.de Das Werk ist urheberrechtlich geschützt. Abdruck und sonstige publizistische Nutzungsweisen sind – auch auszugsweise – nur mit Quellenangabe gestattet. Copyright © 2015 Zentrum für Verfassungs und Demokratieforschung an der Technischen Universität Dresden Satz und Umschlaggestaltung: Maik Herold Umschlagfoto: PegidaDemonstration vom 01.12.2014 am Dresdner Terrassenufer, Tim Wagner, CC BYNC 2.0, Ausschnitt vom Original Druck: reprogress GmbH, Dresden Printed in Germany ISBN 9783867804264 InhAlt 1. Einführung . 7 2. -
Arxiv:1805.10105V1 [Cs.SI] 25 May 2018
Effects of Social Bots in the Iran-Debate on Twitter Andree Thieltges, Orestis Papakyriakopoulos, Juan Carlos Medina Serrano, Simon Hegelich Bavarian School of Public Policy Technical University of Munich Abstract Ahmadinejad caused nationwide unrests and protests. As these protests grew, the Iranian government shut down for- 2018 started with massive protests in Iran, bringing back the eign news coverage and restricted the use of cell phones, impressions of the so called “Arab Spring” and it’s revolution- text-messaging and internet access. Nevertheless, Twitter ary impact for the Maghreb states, Syria and Egypt. Many reports and scientific examinations considered online social and Facebook “became vital tools to relay news and infor- mation on anti-government protest to the people inside and networks (OSN’s) such as Twitter or Facebook to play a criti- 1 cal role in the opinion making of people behind those protests. outside Iran” . While Ayatollah Khameini characterized the Beside that, there is also evidence for directed manipulation influence of Twitter as “deviant” and inappropriate on Ira- of opinion with the help of social bots and fake accounts. nian domestic affairs2, most of the foreign news coverage So, it is obvious to ask, if there is an attempt to manipulate hailed Twitter to be “a new and influential medium for social the opinion-making process related to the Iranian protest in movements and international politics” (Burns and Eltham OSN by employing social bots, and how such manipulations 2009). Beside that, there was already a critical view upon will affect the discourse as a whole. Based on a sample of the influence of OSN’s as “tools” to express political opin- ca. -
Political Astroturfing Across the World
Political astroturfing across the world Franziska B. Keller∗ David Schochy Sebastian Stierz JungHwan Yang§ Paper prepared for the Harvard Disinformation Workshop Update 1 Introduction At the very latest since the Russian Internet Research Agency’s (IRA) intervention in the U.S. presidential election, scholars and the broader public have become wary of coordi- nated disinformation campaigns. These hidden activities aim to deteriorate the public’s trust in electoral institutions or the government’s legitimacy, and can exacerbate political polarization. But unfortunately, academic and public debates on the topic are haunted by conceptual ambiguities, and rely on few memorable examples, epitomized by the often cited “social bots” who are accused of having tried to influence public opinion in various contemporary political events. In this paper, we examine “political astroturfing,” a particular form of centrally co- ordinated disinformation campaigns in which participants pretend to be ordinary citizens acting independently (Kovic, Rauchfleisch, Sele, & Caspar, 2018). While the accounts as- sociated with a disinformation campaign may not necessarily spread incorrect information, they deceive the audience about the identity and motivation of the person manning the ac- count. And even though social bots have been in the focus of most academic research (Fer- rara, Varol, Davis, Menczer, & Flammini, 2016; Stella, Ferrara, & De Domenico, 2018), seemingly automated accounts make up only a small part – if any – of most astroturf- ing campaigns. For instigators of astroturfing, relying exclusively on social bots is not a promising strategy, as humans are good at detecting low-quality information (Pennycook & Rand, 2019). On the other hand, many bots detected by state-of-the-art social bot de- tection methods are not part of an astroturfing campaign, but unrelated non-political spam ∗Hong Kong University of Science and Technology yThe University of Manchester zGESIS – Leibniz Institute for the Social Sciences §University of Illinois at Urbana-Champaign 1 bots. -
Pegida and New Right-Wing Populism in Germany
NEW PERSPECTIVES IN GERMAN POLITICAL STUDIES PEGIDA AND NEW RIGHT-WING POPULISM IN GERMANY Hans Vorländer, Maik Herold, Steven Schäller New Perspectives in German Political Studies Series Editors William E. Paterson Aston University Birmingham, UK Thomas Saalfeld Universität Bamberg Bamberg, Germany Far reaching changes are now taking place in Germany. Stability lay at the core of the German model and much of the writing from Peter Katzenstein and Manfred Schmidt onwards sought to explain this enviable stability. Changes in the external environment have created a number of fundamen- tal challenges which pose a threat to that stability. Germany is now Europe’s central power but this has generated controversy about how it is to exercise this new power. Although attention is often centred on German power the migration crisis demonstrates its limits. New Perspectives in German Political Studies aims to engage with these new challenges and to cater for the heightened interest in Germany. The Editors would welcome proposals for single-authored monographs, edited collections and Pivots, from junior as well as well-established scholars working on contemporary German Politics. More information about this series at http://www.palgrave.com/gp/series/14735 Hans Vorländer • Maik Herold Steven Schäller PEGIDA and New Right-Wing Populism in Germany Hans Vorländer Maik Herold TU Dresden TU Dresden Dresden, Germany Dresden, Germany Steven Schäller TU Dresden Dresden, Germany New Perspectives in German Political Studies ISBN 978-3-319-67494-0 ISBN 978-3-319-67495-7 (eBook) https://doi.org/10.1007/978-3-319-67495-7 Library of Congress Control Number: 2017958038 © The Editor(s) (if applicable) and The Author(s) 2016, 2018 This work is subject to copyright. -
Understanding Users' Perspectives of News Bots in the Age of Social Media
sustainability Article Utilizing Bots for Sustainable News Business: Understanding Users’ Perspectives of News Bots in the Age of Social Media Hyehyun Hong 1 and Hyun Jee Oh 2,* 1 Department of Advertising and Public Relations, Chung-Ang University, Seoul 06974, Korea; [email protected] 2 Department of Communication Studies, Hong Kong Baptist University, Kowloon Tong, Kowloon, Hong Kong SAR, China * Correspondence: [email protected] Received: 15 July 2020; Accepted: 10 August 2020; Published: 12 August 2020 Abstract: The move of news audiences to social media has presented a major challenge for news organizations. How to adapt and adjust to this social media environment is an important issue for sustainable news business. News bots are one of the key technologies offered in the current media environment and are widely applied in news production, dissemination, and interaction with audiences. While benefits and concerns coexist about the application of bots in news organizations, the current study aimed to examine how social media users perceive news bots, the factors that affect their acceptance of bots in news organizations, and how this is related to their evaluation of social media news in general. An analysis of the US national survey dataset showed that self-efficacy (confidence in identifying content from a bot) was a successful predictor of news bot acceptance, which in turn resulted in a positive evaluation of social media news in general. In addition, an individual’s perceived prevalence of social media news from bots had an indirect effect on acceptance by increasing self-efficacy. The results are discussed with the aim of providing a better understanding of news audiences in the social media environment, and practical implications for the sustainable news business are suggested. -
Supplementary Materials For
www.sciencemag.org/content/359/6380/1094/suppl/DC1 Supplementary Materials for The science of fake news David M. J. Lazer,*† Matthew A. Baum,* Yochai Benkler, Adam J. Berinsky, Kelly M. Greenhill, Filippo Menczer, Miriam J. Metzger, Brendan Nyhan, Gordon Pennycook, David Rothschild, Michael Schudson, Steven A. Sloman, Cass R. Sunstein, Emily A. Thorson, Duncan J. Watts, Jonathan L. Zittrain *These authors contributed equally to this work. †Corresponding author. Email: [email protected] Published 9 March 2018, Science 359, 1094 (2018) DOI: 10.1126/science.aao2998 This PDF file includes: List of Author Affiliations Supporting Materials References List of Author Affiliations David M. J. Lazer,1,2*† Matthew A. Baum,3* Yochai Benkler,4,5 Adam J. Berinsky,6 Kelly M. Greenhill,7,3 Filippo Menczer,8 Miriam J. Metzger,9 Brendan Nyhan,10 Gordon Pennycook,11 David Rothschild,12 Michael Schudson,13 Steven A. Sloman,14 Cass R. Sunstein,4 Emily A. Thorson,15 Duncan J. Watts,12 Jonathan L. Zittrain4,5 1Network Science Institute, Northeastern University, Boston, MA 02115, USA. 2Institute for Quantitative Social Science, Harvard University, Cambridge, MA 02138, USA 3John F. Kennedy School of Government, Harvard University, Cambridge, MA 02138, USA. 4Harvard Law School, Harvard University, Cambridge, MA 02138, USA. 5 Berkman Klein Center for Internet and Society, Cambridge, MA 02138, USA. 6Department of Political Science, Massachussets Institute of Technology, Cambridge, MA 02139, USA. 7Department of Political Science, Tufts University, Medford, MA 02155, USA. 8School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN 47405, USA. 9Department of Communication, University of California, Santa Barbara, Santa Barbara, CA 93106, USA. -
Frame Viral Tweets.Pdf
BIG IDEAS! Challenging Public Relations Research and Practice Viral Tweets, Fake News and Social Bots in Post-Factual Politics: The Case of the French Presidential Elections 2017 Alex Frame, Gilles Brachotte, Eric Leclercq, Marinette Savonnet [email protected] 20th Euprera Congress, Aarhus, 27-29th September 2018 Post-Factual Politics in the Age of Social Media 1. Algorithms based on popularity rather than veracity, linked to a business model based on views and likes, where novelty and sensationalism are of the essence; 2. Social trends of “whistle-blowing” linked to conspiracy theories and a pejorative image of corporate or institutional communication, which cast doubt on the neutrality of traditionally so-called expert figures, such as independent bodies or academics; 3. Algorithm-fuelled social dynamics on social networking sites which structure publics by similarity, leading to a fragmented digital public sphere where like-minded individuals congregate digitally, providing an “echo-chamber” effect susceptible to encourage even the most extreme political views and the “truths” upon which they are based. Fake News at the Presidential Elections Fake News at the Presidential Elections Fake News at the Presidential Elections Political Social Bots on Twitter Increasingly widespread around the world, over at least the last decade. Kremlin bot army (Lawrence Alexander on GlobalVoices.org; Stukal et al., 2017). DFRLab (Atlantic Council) Social Bots A “social bot” is: “a computer algorithm that automatically produces content and -
Pegida Under Closer Scrutiny: How a Regional Protest Movement Evolved Into a Pan-European Phenomenon
Pegida under closer scrutiny: How a regional protest movement evolved into a pan-European phenomenon Leiden University Dr. Anne-Isabelle Richard MA Thesis European Union Studies Guy Hoeks 19 April 2016 Table of contents Introduction 3 Chapter 1: The emergence of Pegida as a protest movement 1.1. The rapid rise of a Dresden-born initiative 5 1.2. Where does Pegida’s ‘Wut’ come from? 10 1.3. Digital promotion of activism 13 1.4. Conclusion 17 Chapter 2: The triangle of Pegida, the refugee crisis and the EU 2.1. Refugee crisis leaves EU states divided 18 2.2. How Pegida and the EU relate to each other 20 2.3. Pegida as a Eurosceptic movement 23 2.4. Conclusion 27 Chapter 3: How is Pegida portrayed in the German media? 3.1. Understanding Germany’s position on immigration 28 3.2. The online revolution of traditional newspapers 33 3.3. How Bild and the SDZ portray Pegida 36 3.4. Conclusion 44 Concluding chapter 45 Bibliography 48 2 Introduction EU leaders are currently facing a widespread refugee crisis. In order to address the crisis as a common European challenge, individual member states need to take their responsibilities for refugees and fellow member states. While politicians on both the European and national level are looking for concrete steps and solutions, resistance against the reception of refugees has been growing increasingly. Anti-immigration protest groups as Pegida in Germany are literally on the march spreading a message that includes calling a halt to immigration from non-Western states into the EU. -
Empirical Comparative Analysis of Bot Evidence in Social Networks
Bots in Nets: Empirical Comparative Analysis of Bot Evidence in Social Networks Ross Schuchard1(&) , Andrew Crooks1,2 , Anthony Stefanidis2,3 , and Arie Croitoru2 1 Computational Social Science Program, Department of Computational and Data Sciences, George Mason University, Fairfax, VA 22030, USA [email protected] 2 Department of Geography and Geoinformation Science, George Mason University, Fairfax, VA 22030, USA 3 Criminal Investigations and Network Analysis Center, George Mason University, Fairfax, VA 22030, USA Abstract. The emergence of social bots within online social networks (OSNs) to diffuse information at scale has given rise to many efforts to detect them. While methodologies employed to detect the evolving sophistication of bots continue to improve, much work can be done to characterize the impact of bots on communication networks. In this study, we present a framework to describe the pervasiveness and relative importance of participants recognized as bots in various OSN conversations. Specifically, we harvested over 30 million tweets from three major global events in 2016 (the U.S. Presidential Election, the Ukrainian Conflict and Turkish Political Censorship) and compared the con- versational patterns of bots and humans within each event. We further examined the social network structure of each conversation to determine if bots exhibited any particular network influence, while also determining bot participation in key emergent network communities. The results showed that although participants recognized as social bots comprised only 0.28% of all OSN users in this study, they accounted for a significantly large portion of prominent centrality rankings across the three conversations. This includes the identification of individual bots as top-10 influencer nodes out of a total corpus consisting of more than 2.8 million nodes. -
Disinformation, and Influence Campaigns on Twitter 'Fake News'
Disinformation, ‘Fake News’ and Influence Campaigns on Twitter OCTOBER 2018 Matthew Hindman Vlad Barash George Washington University Graphika Contents Executive Summary . 3 Introduction . 7 A Problem Both Old and New . 9 Defining Fake News Outlets . 13 Bots, Trolls and ‘Cyborgs’ on Twitter . 16 Map Methodology . 19 Election Data and Maps . 22 Election Core Map Election Periphery Map Postelection Map Fake Accounts From Russia’s Most Prominent Troll Farm . 33 Disinformation Campaigns on Twitter: Chronotopes . 34 #NoDAPL #WikiLeaks #SpiritCooking #SyriaHoax #SethRich Conclusion . 43 Bibliography . 45 Notes . 55 2 EXECUTIVE SUMMARY This study is one of the largest analyses to date on how fake news spread on Twitter both during and after the 2016 election campaign. Using tools and mapping methods from Graphika, a social media intelligence firm, we study more than 10 million tweets from 700,000 Twitter accounts that linked to more than 600 fake and conspiracy news outlets. Crucially, we study fake and con- spiracy news both before and after the election, allowing us to measure how the fake news ecosystem has evolved since November 2016. Much fake news and disinformation is still being spread on Twitter. Consistent with other research, we find more than 6.6 million tweets linking to fake and conspiracy news publishers in the month before the 2016 election. Yet disinformation continues to be a substantial problem postelection, with 4.0 million tweets linking to fake and conspiracy news publishers found in a 30-day period from mid-March to mid-April 2017. Contrary to claims that fake news is a game of “whack-a-mole,” more than 80 percent of the disinformation accounts in our election maps are still active as this report goes to press. -
Representation and Global Power in A
Fordham University Masthead Logo DigitalResearch@Fordham Senior Theses International Studies Spring 5-19-2018 Representation and Global Power in a Multicultural Germany: A Discourse Analysis of the German Response(s) to the Presence of Syrian Refugees Kyle William Zarif Fordham University, [email protected] Follow this and additional works at: https://fordham.bepress.com/international_senior Part of the International and Area Studies Commons Recommended Citation Zarif, Kyle William, "Representation and Global Power in a Multicultural Germany: A Discourse Analysis of the German Response(s) to the Presence of Syrian Refugees" (2018). Senior Theses. 7. https://fordham.bepress.com/international_senior/7 This is brought to you for free and open access by the International Studies at DigitalResearch@Fordham. It has been accepted for inclusion in Senior Theses by an authorized administrator of DigitalResearch@Fordham. For more information, please contact [email protected]. ! ! Representation and Global Power in a Multicultural Germany A Discourse Analysis of the German Response(s) to the Presence of Syrian Refugees ! ! ! ! ! ! Kyle Zarif Fordham University International Studies Program Global Affairs Track Thesis Seminar Professor: Dr. Hill Krishnan Primary Advisor: Dr. Hugo Benavides Email: [email protected] ! ! ! ! Zarif !1 ! Table of Contents! 1. Introduction I. Thesis Statement and Research Questions ......2 II. [Muslim] Refugees: A Great Challenge [for Germany and Europe] ......3 III. The EU and Syria: Framing the German Approach to Refugees ......5 IV. Cultural Politics and the Stigmatization of European Muslims ......8 V. Implications for Syrian Refugees ......10 !VI. Relevant Theory: Discourse(s), Knowledge and Global Power ......11 3. Syrian Refugees in the Mainstream German Media I. -
Social Bots and Social Media Manipulation in 2020: the Year in Review
Social Bots and Social Media Manipulation in 2020: The Year in Review Ho-Chun Herbert Chang∗a, Emily Chen∗b,c, Meiqing Zhang∗a, Goran Muric∗b, and Emilio Ferraraa,b,c aUSC Annenberg School of Communication bUSC Information Sciences Institute cUSC Department of Computer Science *These authors contributed equally to this work Abstract The year 2020 will be remembered for two events of global significance: the COVID-19 pandemic and 2020 U.S. Presidential Election. In this chapter, we summarize recent studies using large public Twitter data sets on these issues. We have three primary ob- jectives. First, we delineate epistemological and practical considerations when combin- ing the traditions of computational research and social science research. A sensible bal- ance should be struck when the stakes are high between advancing social theory and concrete, timely reporting of ongoing events. We additionally comment on the compu- tational challenges of gleaning insight from large amounts of social media data. Second, we characterize the role of social bots in social media manipulation around the discourse on the COVID-19 pandemic and 2020 U.S. Presidential Election. Third, we compare re- sults from 2020 to prior years to note that, although bot accounts still contribute to the emergence of echo-chambers, there is a transition from state-sponsored campaigns to do- mestically emergent sources of distortion. Furthermore, issues of public health can be confounded by political orientation, especially from localized communities of actors who spread misinformation. We conclude that automation and social media manipulation arXiv:2102.08436v1 [cs.SI] 16 Feb 2021 pose issues to a healthy and democratic discourse, precisely because they distort repre- sentation of pluralism within the public sphere.