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Many applications, such as content moderation and recommendation, require reviewing and scoring a large number of alternatives.
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Social choice theory and recommender systems: Analysis of the axiomatic foundations of collaborative filtering
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Random-walk computation of similarities between nodes of a graph with application to collaborative recommendation
Francois Fouss, Alain Pirotte, Jean-Michel Renders, and Marco Saerens · 2007
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Stephan Morgenthaler · 2007
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Trust-based recommendation systems: an axiomatic approach
Reid Andersen, Christian Borgs, Jennifer T. Chayes, Uriel Feige, Abraham D. Flaxman, Adam Kalai, Vahab S. Mirrokni, and Moshe Tennenholtz · 2008
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Xiaoyuan Su and Taghi M Khoshgoftaar · 2009
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Sybil-resilient online content voting
Dinh Nguyen Tran, Bonan Min, Jinyang Li, and Lakshminarayanan Subramanian · 2009
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Haifeng Yu, Chenwei Shi, Michael Kaminsky, Phillip B Gibbons, and Feng Xiao · 2009
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Selection bias in web surveys
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Majority judgment: measuring, ranking, and electing
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Iterative ranking from pair-wise comparisons
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Democratic elections in faulty distributed systems
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The global disinformation order: 2019 global inventory of organised social media manipulation
Samantha Bradshaw and Philip N Howard · 2019
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Regularized robust estimation of mean and covariance matrix for incomplete data
Junyan Liu and Daniel P Palomar · 2019
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Sourcing and automation of political news and information during three european elections
Lisa-Maria Neudert, Philip Howard, and Bence Kollanyi · 2019
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Your 2 is my 1, your 3 is my 9: Handling arbitrary miscalibrations in ratings
Jingyan Wang and Nihar B. Shah · 2019
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The algorithmic foundations of differential privacy
Cynthia Dwork, Aaron Roth, et al · 2014
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Geometric median and robust estimation in Banach spaces
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Mathematical modeling and analysis of product rating with partial information
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The Reality Game: A gripping investigation into deepfake videos, the next wave of fake news and what it means for democracy
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Industrialized disinformation: 2020 global inventory of organized social media manipulation, 2021
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Facebook removed over 15 billion fake accounts in 2 years
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Inside a pro-huawei influence campaign
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Tournesol: Permissionless collaborative algorithmic governance with security guarantees
Romain Beylerian, Bérangère Colbois, Louis Faucon, Lê Nguyên Hoang, Aidan Jungo, Alain Le Noac’h, and Adrien Matissart · 2022
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Sybil-resilient social choice with low voter turnout
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