Online Communities As Semicommons
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``At the End of the Day Facebook Does What It Wants'': How Users
“At the End of the Day Facebook Does What It Wants”: How Users Experience Contesting Algorithmic Content Moderation KRISTEN VACCARO, University of Illinois Urbana-Champaign CHRISTIAN SANDVIG, University of Michigan KARRIE KARAHALIOS, University of Illinois Urbana-Champaign Interest has grown in designing algorithmic decision making systems for contestability. In this work, we study how users experience contesting unfavorable social media content moderation decisions. A large-scale online experiment tests whether different forms of appeals can improve users’ experiences of automated decision making. We study the impact on users’ perceptions of the Fairness, Accountability, and Trustworthiness of algorithmic decisions, as well as their feelings of Control (FACT). Surprisingly, we find that none of the appeal designs improve FACT perceptions compared to a no appeal baseline. We qualitatively analyze how users write appeals, and find that they contest the decision itself, but also more fundamental issues like thegoalof moderating content, the idea of automation, and the inconsistency of the system as a whole. We conclude with suggestions for – as well as a discussion of the challenges of – designing for contestability. CCS Concepts: • Human-centered computing → Human computer interaction (HCI); Social media. Additional Key Words and Phrases: content moderation; algorithmic experience ACM Reference Format: Kristen Vaccaro, Christian Sandvig, and Karrie Karahalios. 2020. “At the End of the Day Facebook Does What It Wants”: How Users Experience Contesting Algorithmic Content Moderation. Proc. ACM Hum.-Comput. Interact. 4, CSCW2, Article 167 (October 2020), 22 pages. https://doi.org/10.1145/3415238 1 INTRODUCTION As algorithmic decision making systems become both more prevalent and more visible, interest has grown in how to design them to be trustworthy, understandable and fair. -
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Lawless: the secret rules that govern our digital lives (and why we need new digital constitutions that protect our rights) Submitted version. Forthcoming 2019 Cambridge University Press. Nicolas P. Suzor Table of Contents Part I: a lawless internet Chapter 1. The hidden rules of the internet ............................................................................................. 6 Process matters ....................................................................................................................................................... 12 Chapter 2. Who makes the rules?.......................................................................................................... 17 Whose values apply? ............................................................................................................................................... 22 The moderation process .......................................................................................................................................... 25 Bias and accountability ........................................................................................................................................... 28 Chapter 3. The internet’s abuse problem ............................................................................................... 41 Abuse reflects and reinforces systemic inequalities ................................................................................................ 50 Dealing with abuse needs the involvement of platforms ....................................................................................... -
Content Moderation
Robert Lewington (Twitch) & The Fair Play Alliance Executive Steering Committee April 2021 Being ‘Targeted’ about Content Moderation: Strategies for consistent, scalable and effective response to Disruption & Harm 1 Content Moderation: Best Practices for Targeted Reporting & reactive UGC Management At Scale March 2021 Abstract This document provides replicable best practice information on how to moderate User-Generated Content (UGC) in social applications or services (including digital media and video games). Its focus is on reactive moderation, a central component of the growing content moderation toolkit where a service provider responds to reports submitted by users of its service regarding UGC that may violate its Terms of Service. Specifically, the document explores and advocates for a ‘targeted’ approach to the creation of reporting mechanisms. This allows users to closely identify the specific infraction, utilise evidence of the infraction—access to which is facilitated as part of the design of the reporting process—enabling consistent content moderation at scale. Note, however, that we will also make passing-reference to pre, post and proactive (see Appendix A) moderation approaches. Specifics of how best to tailor these best practices to a particular application or service will differ based on various parameters, including: type of service (social media, video game etc.); type of media (text, image, audio, video etc.); sharing mechanism (feed/gallery, avatar, communication etc.); persistence (ephemeral vs. static/umutable) and others, and therefore this document should be considered a set of high-level instructive principles rather than prescriptive guidelines. Contents i. Background ii. The Content Moderation Flywheel ○ Community Guidelines/Code of Conduct ○ Targeted reporting ■ Context ○ Scalable Content Moderation ○ Education ○ Technology iii. -
Fanfiction and Imaginative Reading a Dissertation
"I Opened a Book and in I Strode": Fanfiction and Imaginative Reading A dissertation presented to the faculty of the College of Arts and Sciences of Ohio University In partial fulfillment of the requirements for the degree Doctor of Philosophy Ashley J. Barner April 2016 © 2016 Ashley J. Barner. All Rights Reserved. 2 This dissertation titled "I Opened a Book and in I Strode": Fanfiction and Imaginative Reading by ASHLEY J. BARNER has been approved for the Department of English and the College of Arts and Sciences by Robert Miklitsch Professor of English Robert Frank Dean, College of Arts and Sciences 3 ABSTRACT BARNER, ASHLEY J., Ph.D., April 2016, English "I Opened a Book and in I Strode": Fanfiction and Imaginative Reading Director of Dissertation: Robert Miklitsch This dissertation studies imaginative reading and its relationship to fanfiction. Imaginative reading is a practice that involves engaging the imagination while reading, mentally constructing a picture of the characters and settings described in the text. Readers may imaginatively watch and listen to the narrated action, using imagination to recreate the characters’ sensations and emotions. To those who frequently read this way, imagining readers, the text can become, through the work of imagination, a play or film visualized or entered. The readers find themselves inside the world of the text, as if transported to foreign lands and foreign eras, as if they have been many different people, embodied in many different fictional characters. By engaging imaginatively and emotionally with the text, the readers can enter into the fictional world: the settings seem to them like locations they can visit, the many characters like roles they can inhabit or like real people with whom they can interact as imaginary friends and lovers. -
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Deeper Attention to Abusive User Content Moderation
Deeper Attention to Abusive User Content Moderation John Pavlopoulos Prodromos Malakasiotis Ion Androutsopoulos Straintek, Athens, Greece Straintek, Athens, Greece Athens University of Economics [email protected] [email protected] and Business, Greece [email protected] Abstract suffer from abusive user comments, which dam- age their reputations and make them liable to fines, Experimenting with a new dataset of 1.6M e.g., when hosting comments encouraging illegal user comments from a news portal and an actions. They often employ moderators, who are existing dataset of 115K Wikipedia talk frequently overwhelmed, however, by the volume page comments, we show that an RNN op- and abusiveness of comments.3 Readers are dis- erating on word embeddings outpeforms appointed when non-abusive comments do not ap- the previous state of the art in moderation, pear quickly online because of moderation delays. which used logistic regression or an MLP Smaller news portals may be unable to employ classifier with character or word n-grams. moderators, and some are forced to shut down We also compare against a CNN operat- their comments sections entirely. ing on word embeddings, and a word-list We examine how deep learning (Goodfellow baseline. A novel, deep, classification- et al., 2016; Goldberg, 2016, 2017) can be em- specific attention mechanism improves the ployed to moderate user comments. We experi- performance of the RNN further, and can ment with a new dataset of approx. 1.6M manually also highlight suspicious words for free, moderated (accepted or rejected) user comments without including highlighted words in the from a Greek sports news portal (called Gazzetta), training data. -
©2017 Julian Tavis Dale Burton ALL RIGHTS RESERVED
©2017 Julian Tavis Dale Burton ALL RIGHTS RESERVED MAKING SPACE ON THE DIGITAL MARGIN: YOUTH FANDOM COMMUNITIES ON TUMBLR AS SPACES FOR MAKING THE SELF AND RE-MAKING SOCIETY By JULIAN TAVIS DALE BURTON A dissertation submitted to The Graduate School – Camden Rutgers, The State University of New Jersey in partial fulfillment of the requirements for the degree of Doctor of Philosophy Graduate Program in Childhood Studies Written under the direction of Meredith Bak & Kate Cairns And approved by _________________________ _________________________ Meredith Bak Kate Cairns _________________________ _________________________ _________________________ Lauren Silver Todd Wolfson John Wall Camden, New Jersey October 2017 ABSTRACT OF THE DISSERTATION Making Space on the Digital Margin: Youth Fandom Communities on Tumblr as Spaces for Making the Self and Re-Making Society By JULIAN TAVIS DALE BURTON Dissertation directors: Meredith Bak & Kate Cairns The role of online spaces in contemporary youth cultures is an increasingly relevant and vibrant topic of research in a variety of analytical and methodological traditions. This dissertation joins a growing body of work which explores the complex relationship between youth and emerging media through deep interpretive engagement with contextualized questions of meaning and experience. This approach recognizes the diversity of young people's interactions with the digital world and their agency in shaping those interactions. I herein present an ethnographic account of young people who are part of the fandom community on social networking site tumblr, a group united by shared appreciation for books, films, television shows, and other media texts. Their connections run much deeper than these interests, however, as does the meaning their engagement in this space holds for them as individuals and as a community. -
Recommendations for the Facebook Content Review Board
STANFORD Policy Practicum: Creating a Social Media Oversight Board Recommendations for the Facebook Content Review Board 2018-19 PRACTICUM RESEARCH TEAM: Shaimaa BAKR, Ph.D. Electrical Engineering ‘20 Madeline MAGNUSON, J.D. ’20 Fernando BERDION-DEL VALLE, J.D. ’20 Shawn MUSGRAVE, J.D. ’21 Isabella GARCIA-CAMARGO, B.S.’20 Ashwin RAMASWAMI, B.S. ‘21 Julia GREENBERG, J.D. ’19 Nora TAN, B.S. ’19 Tara IYER, B.S.’19 Marlena WISNIAK, LL.M. ’19 Alejandra LYNBERG, J.D. ’19 Monica ZWOLINSKI, J.D. ’19 INSTRUCTORS: Paul BREST, Faculty Director, Law and Policy Lab Daniel HO, William Benjamin Scott and Luna M. Scott Professor of Law Nathaniel PERSILY, James B. McClatchy Professor of Law Rob REICH, Faculty Director, Center for Ethics in Society TEACHING ASSISTANT: Liza STARR, J.D./M.B.A. ’21 SPRING POLICY CLIENT: Project on Democracy and the Internet, Stanford Center on Philanthropy and Civil Society 2019 559 Nathan Abbot Way Stanford, CA https://law.stanford.edu/education/only-at-sls/law-policy-lab// Contents Executive Summary ....................................................................................3 Introduction ................................................................................................8 I. The Need for Governing Principles ..........................................................9 II. Structure and Membership ...................................................................10 A. Selection Process for Board Members ..............................................................10 B. Membership Criteria .............................................................................................12 -
Textsorten Im Internet Zwischen Wandel Und Konstanz Eine Diachrone Untersuchung Der Textsorte Personal Weblog
Textsorten im Internet zwischen Wandel und Konstanz Eine diachrone Untersuchung der Textsorte Personal Weblog Dissertation zur Erlangung des Doktorgrades der Philosophie (Dr. phil.) vorgelegt der Philosophischen Fakultät II Philologien, Kommunikations- und Musikwissenschaften der Martin-Luther-Universität Halle-Wittenberg, von Herrn Peter Schildhauer geb. am 09.04.1986 in Leipzig 1. Gutachter: Prof. Dr. Alexander Brock 2. Gutachter: Prof. Dr. Ulrich Busse Datum der Verteidigung: 05.06.2014, 18.00 Uhr Für meinen Vater Karl-Frieder Grube, ohne den ich nie den ersten Schritt zu dieser Arbeit getan hätte, und meine geliebte Frau Stine Schildhauer, die alles getan hat, um den Weg weniger steinig zu machen. „Und wenn sich alle irren…?“ (Alexander Brock, Die Musketiere) Inhaltsverzeichnis 1 Einleitung ........................................................................................................................... 1 1.1 Thesen und Erkenntnisinteresse der Arbeit im Kontext aktueller Arbeiten zu internetbasierten Textsorten .................................................................................................. 2 1.2 Ein neuer Blickwinkel auf Textsorten im Internet: diachrone Forschung ............................... 4 1.3 Diachrone Forschung am Beispiel: Personal Weblogs ............................................................ 6 1.4 Aufbau der Arbeit .................................................................................................................... 7 1.5 Danksagung ............................................................................................................................ -
Universidad Católica San Antonio
UNIVERSIDAD CATÓLICA SAN ANTONIO DEPARTAMENTO DE CIENCIAS SOCIALES, JURÍDICAS Y DE LA EMPRESA LA BITÁCORA COMO PRODUCTO CIBERPERIODÍSTICO Y CORPORATIVO DE LOS MEDIOS DE COMUNICACIÓN: APROXIMACIÓN A LAS RELACIONES DE LOS CIBERMEDIOS CON LA COMUNIDAD BLOGUER José Manuel Noguera Vivo 2006 UNIVERSIDAD CATÓLICA SAN ANTONIO DEPARTAMENTO DE CIENCIAS SOCIALES, JURÍDICAS Y DE LA EMPRESA TESIS DOCTORAL LA BITÁCORA COMO PRODUCTO CIBERPERIODÍSTICO Y CORPORATIVO DE LOS MEDIOS DE COMUNICACIÓN: APROXIMACIÓN A LAS RELACIONES DE LOS CIBERMEDIOS CON LA COMUNIDAD BLOGUER AUTOR: José Manuel Noguera Vivo DIRECTOR: José Carlos Losada Díaz Murcia, octubre de 2006 Veo el futuro de los medios como Gulliver en Liliput: gigantes atados por legiones de enanos… Pepe Cervera, octubre de 2004 Índice: CAPÍTULO 1. Introducción............................................................................................. 9 1.1 Justificación del estudio.................................................................................... 13 1.2 Estado de la cuestión ....................................................................................... 15 1.3 Hipótesis y objetivos ......................................................................................... 18 1.4 Estructura del trabajo ....................................................................................... 20 1.5 Metodología empleada ..................................................................................... 25 MARCO TEÓRICO CAPÍTULO 2. El fenómeno de las bitácoras desde una perspectiva -
SFA's Summer 2020 Recommendation List
SFA’s Summer 2020 Recommendation List BOOKS An Absolutely Remarkable Thing • About: April May is living her normal life in basically the modern world (with a few changes) when she finds a weird giant robot statue thing that just kind of appeared out in public. She makes a video about it that goes viral, because it turns out these giant robot statue things actually appeared in many places all over the world. The story features some interesCng sci-fi elements. It's also about how being a social media #influencer kinda fucks you up. • Aspects: Adult-Focused, Sci-Fi • Warnings: [Some warnings may be forgoKen], Gore, Violence – gun, Violence - miscellaneous (eg. animal aKacks), (the gore is warned for in the text itself) Gideon the Ninth • About: Gideon Nav is a buff lady with a big sword and a need to leave her horrible home planet. Harrowhark, the princess-but-not-a-princess of said horrible planet, needs Gideon to not leave because the God-Emperor of All Space needs each planet to send a fighter and a necromancer to compete for immortality! Harrow is a necromancer and she wants to be immortal. She needs Gideon to be her fighter. A murder mystery ensues! Drama! Lesbians! NECROMANCY!!! • Aspects: Child-Focused, Drama, Fantasy, Horror, Mystery, Sci-Fi • Warnings: [Some warnings may be forgoKen], Blood, Body horror – general, Gore, Suicide, Violence - miscellaneous (eg. animal aKacks) Riddlemaster of Hed • About: There's a guy named Morgon. He's the prince of Hed. Hed is a Cny island that primarily has pigs and pigherders. Morgon graduated from college, but his college is the college of riddle-solving. -
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