Algorithmic bias amplification via temporal effects: the case of PageRank in evolving networks

DOI10.1016/j.cnsns.2021.106029zbMath1475.68030OpenAlexW3197223467WikidataQ123285832 ScholiaQ123285832MaRDI QIDQ2247039

Manuel Sebastian Mariani, Mengtian Cui, Matúš Medo

Publication date: 16 November 2021

Published in: Communications in Nonlinear Science and Numerical Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.cnsns.2021.106029

zbMATH Keywords

networksPageRankranking algorithmsalgorithmic bias

Mathematics Subject Classification ID

Nonnumerical algorithms (68W05) Internet topics (68M11)

Cites Work

• Networks beyond pairwise interactions: structure and dynamics
• The science of science: from the perspective of complex systems
• Ranking in evolving complex networks
• PageRank Beyond the Web
• Approximating PageRank from In-Degree
• On Local Estimations of PageRank: A Mean Field Approach
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