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Free, Hateful, and Posted: Rethinking First Amendment Protection of Hate Speech in a Social Media World
Boston College Law Review Volume 60 Issue 7 Article 6 10-30-2019 Free, Hateful, and Posted: Rethinking First Amendment Protection of Hate Speech in a Social Media World Lauren E. Beausoleil Boston College Law School, [email protected] Follow this and additional works at: https://lawdigitalcommons.bc.edu/bclr Part of the First Amendment Commons, and the Internet Law Commons Recommended Citation Lauren E. Beausoleil, Free, Hateful, and Posted: Rethinking First Amendment Protection of Hate Speech in a Social Media World, 60 B.C.L. Rev. 2100 (2019), https://lawdigitalcommons.bc.edu/bclr/vol60/iss7/6 This Notes is brought to you for free and open access by the Law Journals at Digital Commons @ Boston College Law School. It has been accepted for inclusion in Boston College Law Review by an authorized editor of Digital Commons @ Boston College Law School. For more information, please contact [email protected]. FREE, HATEFUL, AND POSTED: RETHINKING FIRST AMENDMENT PROTECTION OF HATE SPEECH IN A SOCIAL MEDIA WORLD Abstract: Speech is meant to be heard, and social media allows for exaggeration of that fact by providing a powerful means of dissemination of speech while also dis- torting one’s perception of the reach and acceptance of that speech. Engagement in online “hate speech” can interact with the unique characteristics of the Internet to influence users’ psychological processing in ways that promote violence and rein- force hateful sentiments. Because hate speech does not squarely fall within any of the categories excluded from First Amendment protection, the United States’ stance on hate speech is unique in that it protects it. -
What Echo Chamber? Reviewing the Evidence
Echo Chamber? What Echo Chamber? Reviewing the Evidence Prof. Axel Bruns Digital Media Research Centre Queensland University of Technology Brisbane, Australia [email protected] @snurb_dot_info Abstract The success of political movements that appear to be immune to any factual evidence that contradicts their claims – from the Brexiteers to the ‘alt‐right’, neo‐fascist groups supporting Donald Trump – has reinvigorated claims that social media spaces constitute so‐called ‘filter bubbles’ or ‘echo chambers’. But while such claims may appear intuitively true to politicians and journalists – who have themselves been accused of living in filter bubbles (Bradshaw 2016) –, the evidence that ordinary users experience their everyday social media environments as echo chambers is far more limited. For instance, a 2016 Pew Center study has shown that only 23% of U.S. users on Facebook and 17% on Twitter now say with confidence that most of their contacts’ views are similar to their own. 20% have changed their minds about a political or social issue because of interactions on social media (Duggan and Smith 2016). Similarly, large‐scale studies of follower and interaction networks on Twitter (e.g. Bruns et al., 2014) show that national Twitterspheres are often thoroughly interconnected and facilitate the flow of information across boundaries of personal ideology and interest, except for a few especially hardcore partisan communities. Building on new, comprehensive data from a project that maps and tracks interactions between 4 million accounts in the Australian Twittersphere, this paper explores in detail the evidence for the existence of echo chambers in that country. It thereby moves the present debate beyond a merely anecdotal footing, and offers a more reliable assessment of the ‘echo chamber’ threat. -
Beyond Filter Bubbles and Echo Chambers: the Integrative Potential of the Internet Mahrt, Merja
www.ssoar.info Beyond Filter Bubbles and Echo Chambers: The Integrative Potential of the Internet Mahrt, Merja Erstveröffentlichung / Primary Publication Habilitationsschrift / habilitation treatise Empfohlene Zitierung / Suggested Citation: Mahrt, M. (2019). Beyond Filter Bubbles and Echo Chambers: The Integrative Potential of the Internet. (Digital Communication Research, 5). Berlin. https://doi.org/10.17174/dcr.v5.0 Nutzungsbedingungen: Terms of use: Dieser Text wird unter einer CC BY Lizenz (Namensnennung) zur This document is made available under a CC BY Licence Verfügung gestellt. Nähere Auskünfte zu den CC-Lizenzen finden (Attribution). For more Information see: Sie hier: https://creativecommons.org/licenses/by/4.0 https://creativecommons.org/licenses/by/4.0/deed.de Mahrt Are online audiences today fragmented into echo chambers or ilter Merja Mahrt bubbles? Do users only see what digital platforms (like search engines or social media) let them see? And if so, what are the consequences for the cohesion of a society? Concerns like these abound in recent years. They attest to widely held assumptions about a negative inluence of digital media or even the Internet in general on society. Empirical stud- ies on these phenomena are, however, not as unequivocal. To under- stand why results from previous research are so far inconclusive, this study investigates the role of the Internet for social integration from a more general point of view. The integrative potential of the Internet is assessed to compare it with other media and ultimately better understand to what degree and due to which factors the Internet may or may not help bring society to- Beyond Filter Bubbles gether. -
Echo Chambers
Echo Chambers J. Anthony Cookson, Joseph E. Engelberg and William Mullins* October 7, 2020 Abstract We find evidence of selective exposure to confirmatory information among 300,000 users on the investor social network StockTwits. Self-described bulls are 5 times more likely to follow a user with a bullish view of the same stock than self-described bears. This tendency exists even among professional investors and is strongest for investors who trade on their beliefs. Selective exposure generates differences in the newsfeeds of bulls and bears: over a 50-day period, a bull will see 70 more bullish messages and 15 fewer bearish messages than a bear over the same period. Moreover, beliefs formed in these “echo-chambers” are associated with lower ex- post returns. Finally, we show that selective exposure creates “information silos” in which the diversity of received signals is high across users’ newsfeeds but is low within users’ newsfeeds and that this siloing of information is positively related to trading volume. *Cookson is at the Leeds School of Business at University of Colorado-Boulder ([email protected]). En- gelberg is at the Rady School of Management, UC San Diego ([email protected]). Mullins is at the Rady School of Management, UC San Diego ([email protected]). This draft has benefited from workshop and conference presentations at Georgetown University, Finance in the Cloud III, University of Colorado, and UC San Diego. 1 Introduction Traditional models in finance – where investors have common priors, observe the same public sig- nals, and update their beliefs according to Bayes’ rule – have a difficult time explaining the high trading volume observed in financial markets. -
The Email Is Down!
Today it is hard to imagine daily communication with out email file:///Q:/TechSvcs/MOspace/MOspace%20content/School%20of%20Jo... The E-mail is Down! Using a 1940s Method to Analyze a 21 st Century Problem by Clyde H. Bentley Associate Professor Missouri School of Journalism University of Missouri and Brooke Fisher Master’s Student Missouri School of Journalism University of Missouri 181D Gannett Hall Columbia, MO 65211-1200 (573) 884-9699 [email protected] \ Presented to the Communications Technology and Policy Division AEJMC 2002 Annual Convention Miami Beach, Florida Aug. 7-10, 2000 1 of 19 2/19/2009 1:31 PM Today it is hard to imagine daily communication with out email file:///Q:/TechSvcs/MOspace/MOspace%20content/School%20of%20Jo... The E-mail is Down! Using a 1940s method to analyze a 21 st century problem Abstract When the electronic mail system at a university crashed, researchers turned to a methodology developed more than 50 years earlier to examine its impact. Using a modified version of Bernard Berelson “missing the newspaper” survey questionnaire, student researchers collected qualitative comments from 85 faculty and staff members. Like the original, the study found extensive anxiety over the loss of the information source, plus a high degree of habituation and dependence on the new medium. 2 of 19 2/19/2009 1:31 PM Today it is hard to imagine daily communication with out email file:///Q:/TechSvcs/MOspace/MOspace%20content/School%20of%20Jo... The E-mail is Down! Using a 1940s Method to Analyze a 21 st Century Problem It seldom puts lives at risk and almost always is accompanied by viable alternatives. -
Opinion Forming in the Digital Age
Opinion Forming in the Digital Age Fake News, Echo Chambers and Populism - Key Themes, Concerns & Recommendations for European Research and Innovation Version 1.0 – October 2018 Editors: Steve Taylor1, Brian Pickering, Paul Grace, Michael Boniface University of Southampton IT Innovation Centre, UK Expert Panel2: Vian Bakir Andrew McStay danah boyd Hugo Mercier Sven Engesser Miriam Metzger Robert Epstein Francesca Polletta Nayla Fawzi Walter Quattrociocchi Philip Fernbach Steven Sloman Dana R. Fisher Dan Sperber Beth Gharrity Gardner Niels Spierings Kristof Jacobs Claire Wardle Susan Jacobson Fabiana Zollo Benjamin Krämer Arkaitz Zubiaga Adam Kucharski 1 Contact author: [email protected] 2 Full positions and affiliations of the expert panel are included within. The Internet provides fast and ubiquitous communication that enables all kinds of communities and provides citizens with easy access to vast amounts of information, although the information is not necessarily verified and may present a distorted view of real events or facts. The Internet’s power as an instant source of mass information can be used to influence opinions, which can have far- reaching consequences. This report’s purpose is to provide input into the advisory processes that determine European support for research into the effects and management of Fake News (e.g. deliberate misinformation), Echo Chambers (e.g. closed communities where biases can be reinforced through lack of diversity in opinions), and the Internet’s influence on social and political movements such as Populism; to provide insight into how innovation that takes these aspects into account can be supported. To address this aim, this report concerns socio-technical implications of the Internet related to the impact of closed communities and misinformation and makes recommendations derived from a consultation with domain experts concerning the research needed to address specific challenges. -
Fifteen Pages That Shook the Field: Personal Influence, Edward Shils, and the Remembered History of Media Research
Personal Influence’s fifteen-page account of the development of mass communication research has had more influence on the field’s historical self-understand- ing than anything published before or since. According to Elihu Katz and Paul Lazarsfeld’s well-written, two- stage narrative, a loose and undisciplined body of pre- war thought had concluded naively that media are powerful—a myth punctured by the rigorous studies of Lazarsfeld and others, which showed time and again that media impact is in fact limited. This “powerful-to- limited-effects” storyline remains textbook boilerplate Fifteen Pages and literature review dogma fifty years later. This article traces the emergence of the Personal Influence synop- That Shook the sis, with special attention to (1) Lazarsfeld’s audience- dependent framing of key media research findings and (2) the surprisingly prominent role of Edward Shils in Field: Personal supplying key elements of the narrative. Influence, Keywords: Paul Lazarsfeld; Edward Shils; Elihu Katz; media research; history of social Edward Shils, science; disciplinary memory and the The bullet model or hypodermic model posits Remembered powerful, direct effects of the mass media. Survey studies of social influence conducted in History of Mass the late 1940s presented a very different model from that of a hypodermic needle in which a Communication multistep flow of media effects was evident. That is, most people receive much of their Research information and are influenced by media secondhand, through the personal influence of opinion leaders (Katz and Lazarsfeld 1955). —Joseph Straubhaar and Robert LaRose (2006, 403) By JEFFERSON POOLEY Jefferson Pooley is assistant professor of media and communication at Muhlenberg College. -
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. -
PAUL LAZARSFELD—THE FOUNDER of MODERN EMPIRICAL SOCIOLOGY: a RESEARCH BIOGRAPHY Hynek Jerábek
International Journal of Public Opinion Research Vol. No. –/ $. PAUL LAZARSFELD—THE FOUNDER OF MODERN EMPIRICAL SOCIOLOGY: A RESEARCH BIOGRAPHY Hynek Jerˇa´bek ABSTRACT Paul Lazarsfeld contributed to unemployment research, public opinion and market research, mass media and communications research, political sociology, the sociology of sociology, the history of empirical social research, and applied sociology. His methodological innovations—reason analysis, program analyzer, panel analysis, survey analysis, elaboration formula, latent structure analysis, mathematical sociology (especially the algebra of dichotomous systems), contextual analysis—are of special importance. This study responds to the critiques of Lazarsfeld’s ‘administrative research’ by Theodor W. Adorno, of ‘abstract empiricism’ by Charles W. Mills, and of the ‘Columbia Sociology Machine’ by Terry N. Clark. The paper discusses the merits of the team-oriented style of work presented in Lazarsfeld’s ‘workshop,’ his teaching by engaging in professional activities in social research and methodology, and his consecutive foundation of four research institutes, Vienna’s Wirtschaftspsychologische Forschungsstelle, the Newark Uni- versity Research Center, the Princeton Office of Radio Research, and the Bureau of Applied Social Research at Columbia University in New York. By his manyfold activities, Paul Lazarsfeld decisively promoted the institutionalization of empirical social research. All these merits make him the founder of modern empirical sociology. One hundred years have passed since the birth of the founder of modern empirical sociology, Paul Lazarsfeld. Without him, sociology today would not know terms and concepts such as panel study, opinion leader, latent structure analysis, program analyzer, elaboration formula, reason analysis, and many others. Lazarsfeld’s influence on empirical sociological research, market and public opinion research, and communication research has been much stronger than most of us realize. -
The Ethnic Factor in the Future of Inequality. INSTITUTION Center for Migration Studies, Inc
DOCUMENTRESUME ED 141 234 so 01Q 109 AUTHOR Tomasi,, Lydio F. TITLE The Ethnic Factor in the Future of Inequality. INSTITUTION Center for Migration Studies, Inc. , Staten Island, N.Y. PUB DATE 73 NOTE 39p. AVAILABLEFROM center for Migration studies, 209 ·Flagg Pl ace, Staten Island, Ne v York, New York 10 30 4 ($1.00 papertound) EDRS PRICE IIP-$0. 83 Plus Postage. BC .Not Available fromfro ■ EDRS. DESCRIPTORS cultural Background ; cultural Factors, €Cultural Pluralism; Pluralis ■ ; *Ethnic Groups; Ethnic studies; Futures (of society); Gr oup Membership ; Humaneu ■ an Dignity; Immigrants; I ■■ igrants ; • s ocial Change ; Social Developaent; Social Problems;Proble ■ s· Social Responsibility; •social Stratification; Social structure; Social Systems;sys t e ■ s ; Social Values; *Sociology; Theories ; . •United States History · ABSTRACT · The paper analyzes how the attemptatte ■ pt to assimilateassi ■ ilate ethnic groups into Americansociety has contributed to social, economic, ,cono ■ ic , and political inequality. The hy pothesis is that the official model■ odEl of classical sociology bas blinded us to a ·vast range . of social phenomenaphEno ■ ena which must■ o st be understood if we are to cope with the problems the----proble ■ s of contemporary■ porary lAmerica. ■ erica . While not often e xplicit, the American · 1 ■ er ican ideal that ethnic groofs should be incorporated into the melting ■ eltin9 pot bas created a society in which many■ any observable forms of inequality are perpetrated. This stratification analysis extends the concept of poverty beyond the narrow limitsli ■ its of incomeinco ■e to include political and personal relations. Amongl ■ ong issues addressed are _ i ■ ■ igrant immigrant,. social history, acceptance, po ver and elitist vs . -
The Journal of Microsociologies a “Confronting the State One on One” “Confronting the Cooley-Mead Address Deception Debate
2008 Photograph by Patricia G. Steinhoff September • olume 71 • Number 3 V Journal of the American Sociological Association The Journal of Microsociologies A “Confronting the State One on One” Cooley-Mead Address Deception Debate Social Psychology Quarterly September 2008 Vol. 71 No. 3 pp. 209–320 SOCIAL PSYCHOLOGY QUARTERLY Periodicals postage paid (ISSN 0190–2725) at Washington, DC and 1430 K Street NW, Suite 600 additional mailing offices Washington, DC 20005 Prices subject to change. Applied Social Psychology and Managing Understanding Social Problems Buunk and Linda Steg, Abraham P. Rothengatter Talib 360 pp. 978-0-521-86979-9: Hb: $130.00: 978-0-521-69005-8 Pb: $49.00: Climate, and Culture Affluence, Evert Van de Vliert 256 pp. 978-0-521-51787-4: Hb: $85.00: Culture and Psychology Transmission Cultural and Social, Developmental, Psychological, Methodological Aspects Ute Schönpflug 520 pp. 978-0-521-88043-5: Hb: $99.00: 978-0-521-70657-5 Pb: $36.99: econd Edition! 185.00: Hb: 978-0-521-85259-3: 526 pp. 978-0-521-85259-3: Hb: 185.00: Clinical and Educational Applications Carl Haywood and H. Lidz Carol S. 420 pp. 978-0-521-84935-7: Hb: $79.00: 978-0-521-61412-2 Pb: $27.99: Dynamic Assessment in Practice Jutta Heckhausen and Heinz Heckhausen $ S Motivation and Action from Cambridge University Press University from Cambridge Kory Floyd Kory 240 pp. 978-0-521-73174-4: Pb: $24.99: Communicating Affection Behavior and Interpersonal Social Context Culture, Class, and Child Rearing in Class, Culture, Societies Diverse Jonathan Tudge 328 pp. -
Fake News on Facebook and Twitter: Investigating How People (Don't)
CHI 2020 Paper CHI 2020, April 25–30, 2020, Honolulu, HI, USA Fake News on Facebook and Twitter: Investigating How People (Don’t) Investigate Christine Geeng Savanna Yee Franziska Roesner Paul G. Allen School of Computer Science & Engineering University of Washington {cgeeng,savannay,franzi}@cs.washington.edu ABSTRACT well as the accounts who spread these stories. However, the With misinformation proliferating online and more people get- speed, ease, and scalability of information spread on social ting news from social media, it is crucial to understand how media means that (even automated) content moderation by the people assess and interact with low-credibility posts. This platforms cannot always keep up with the problem. study explores how users react to fake news posts on their The reality of misinformation on social media begs the ques- Facebook or Twitter feeds, as if posted by someone they follow. tion of how people interact with it, whether they believe it, We conducted semi-structured interviews with 25 participants and how they debunk it. To support users in making decisions who use social media regularly for news, temporarily caused about the credibility of content they encounter, third parties fake news to appear in their feeds with a browser extension have created fact-checking databases [28, 75, 78], browser unbeknownst to them, and observed as they walked us through extensions [29, 63], and media literacy initiatives [8, 41, 70]. their feeds. We found various reasons why people do not inves- Facebook and Twitter themselves have made algorithm and tigate low-credibility posts, including taking trusted posters’ user interface (UI) changes to help address this.