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Existing social media platforms (SMPs) make it incredibly difficult for researchers to conduct studies on social media, which in turn has created a knowledge gap between academia and industry about the effects of platform design on user behavior.
Experimental study of inequality and unpredictability in an artificial cultural market
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Facebook could decide an election without anyone ever finding out
Jonathan Zittrain. 2014 · 2014
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” I always assumed that I wasn’t really that close to [her]” Reasoning about Invisible Algorithms in News Feeds. In Proceedings of the 33rd annual ACM conference on human factors in computing systems . 153–162
Motahhare Eslami, Aimee Rickman, Kristen Vaccaro, Amirhossein Aleyasen, Andy Vuong, Karrie Karahalios, Kevin Hamilton, and Christian Sandvig. 2015 · 2015
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Big other: surveillance capitalism and the prospects of an information civilization
Shoshana Zuboff. 2015 · 2015
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How Technology is Hijacking Your Mind — from a Magician and Google Design Ethicist
Tristan Harris. 2016 · 2016
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Facebook’s emotional contagion experiment as a challenge to research ethics
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TuringBox: An experimental platform for the evaluation of AI systems. In IJCAI 2018 . International Joint Conferences on Artificial Intelligence, 5826–5828
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The dark (patterns) side of UX design. In Proceedings of the 2018 CHI conference on human factors in computing systems . 1–14
Colin M Gray, Yubo Kou, Bryan Battles, Joseph Hoggatt, and Austin L Toombs. 2018 · 2018
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Follow the “mastodon”: Structure and evolution of a decentralized online social network. In Proceedings of the International AAAI Conference on Web and Social Media , Vol. 12. 541–550
Matteo Zignani, Sabrina Gaito, and Gian Paolo Rossi. 2018 · 2018
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Gobo: A system for exploring user control of invisible algorithms in social media. In Conference Companion Publication of the 2019 on Computer Supported Cooperative Work and Social Computing . 151–155
Rahul Bhargava, Anna Chung, Neil S Gaikwad, Alexis Hope, Dennis Jen, Jasmin Rubinovitz, Belén Saldías-Fuentes, and Ethan Zuckerman. 2019 · 2019
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Facebook promised to provide academics data to study disinformation, but their foot-dragging has endangered the whole project
Cory Doctorow. 2019 · 2019
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Open Humans: A platform for participant-centered research and personal data exploration
Bastian Greshake Tzovaras, Misha Angrist, Kevin Arvai, Mairi Dulaney, Vero Estrada-Galiñanes, Beau Gunderson, Tim Head, Dana Lewis, Oded Nov, Orit Shaer, et al · 2019
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Fake news game confers psychological resistance against online misinformation
Jon Roozenbeek and Sander Van der Linden. 2019 · 2019
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Exposure to social engagement metrics increases vulnerability to misinformation
Mihai Avram, Nicholas Micallef, Sameer Patil, and Filippo Menczer. 2020 · 2020
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Interpolating GANs to scaffold autotelic creativity
Ziv Epstein, Océane Boulais, Skylar Gordon, and Matt Groh. 2020 · 2020
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Facebook needs to share more with researchers
Simon Hegelich. 2020 · 2020
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Subprime attention crisis: Advertising and the time bomb at the heart of the Internet
Tim Hwang. 2020 · 2020
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Computational social science: Obstacles and opportunities
David MJ Lazer, Alex Pentland, Duncan J Watts, Sinan Aral, Susan Athey, Noshir Contractor, Deen Freelon, Sandra Gonzalez-Bailon, Gary King, Helen Margetts, et al · 2020
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Shifting attention to accuracy can reduce misinformation online
Gordon Pennycook, Ziv Epstein, Mohsen Mosleh, Antonio A Arechar, Dean Eckles, and David G Rand. 2021 · 2021
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The psychology of fake news
Gordon Pennycook and David G Rand. 2021 · 2021
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Everyone should decide how their digital data are used—Not just tech companies
Jathan Sadowski, Salomé Viljoen, and Meredith Whittaker. 2021 · 2021
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How TikTok Reads Your Mind
Ben Smith. 2021 · 2021
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Inside TikTok’s Algorithm: A WSJ Video Investigation
WSJ Team. 2021 · 2021
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Social-media reform is flying blind
Chris Bail et al · 2022
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How behavioural sciences can promote truth, autonomy and democratic discourse online
Philipp Lorenz-Spreen, Stephan Lewandowsky, Cass R Sunstein, and Ralph Hertwig. 2020 · 2020
Cited alongside, same era.
Self-reported willingness to share political news articles in online surveys correlates with actual sharing on Twitter
Mohsen Mosleh, Gordon Pennycook, and David G Rand. 2020 · 2020
Cited alongside, same era.
2. Data Cooperatives
Alex Pentland and Thomas Hardjono. 2020 · 2020
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Diana Zulli, Miao Liu, and Robert Gehl. 2020 · 2020
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Regulating algorithmic filtering on social media
Sarah Cen and Devavrat Shah. 2021 · 2021
Cited alongside, same era.
Social influence leads to the formation of diverse local trends
Ziv Epstein, Matthew Groh, Abhimanyu Dubey, and Alex Pentland. 2021 · 2021
Cited alongside, same era.
How Facebook got addicted to spreading misinformation
Karen Hao. 2021 · 2021
Cited alongside, same era.
Political audience diversity and news reliability in algorithmic ranking
Saumya Bhadani, Shun Yamaya, Alessandro Flammini, Filippo Menczer, Giovanni Luca Ciampaglia, and Brendan Nyhan. 2022 · 2022
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The (Mis)Information Game: A Social Media Simulator
Lucy Butler, Padraig Lamont, Dean Law Yim Wan, Toby Prike, Mehwish Nasim, Bradley Walker, Nicolas Fay, and Ullrich Ecker. 2022 · 2022
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We’re Publishing the Facebook Papers. Here’s How Facebook Killed News Feed Fixes Over Fear of Conservative Backlash
Dell Cameron, Shoshana Wodinsky, and Mark DeGeurin. 2022 · 2022
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A Sociotechnical Framework for a Pluralistic Social Network
Wes. Chow. 2022 · 2022
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Algorithmic transparency and assessing effects of algorithmic ranking
Dean Eckles. 2022 · 2022
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Barriers to academic data science research in the new realm of algorithmic behaviour modification by digital platforms
Travis Greene, David Martens, and Galit Shmueli. 2022 · 2022
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Field experiments on social media
Mohsen Mosleh, Gordon Pennycook, and David G Rand. 2022 · 2022
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Facebook algorithm changes may have amplified local republican parties
Kevin Reuning, Anne Whitesell, and A Lee Hannah. 2022 · 2022
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Influence of Repetition through Limited Recall. In Proceedings of the International AAAI Conference on Web and Social Media , Vol. 16. 863–872
Jad Sassine, M Amin Rahimian, and Dean Eckles. 2022 · 2022
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