2 papers
cs.SI2026
Whose Polarization Is It? Auditing Fairness in Network Polarization Measures
Stanisław Stępień, Michalina Janik, Akrati Saxena +1
A polarization score is supposed to describe a community, not its surroundings. Yet when a minority community is embedded in a larger network, its measured polarization can rise or…
cs.SI2026
Fairness in Opinion Dynamics
Stanisław Stępień, Michalina Janik, Mateusz Nurek +2
Ways in which people's opinions change are, without a doubt, subject to a rich tapestry of differing influences. Factors that affect how one arrives at an opinion reflect how they…