20 citations · 20 across the 1 of their papers we have counts for
2 papers
cs.IR2020★ 20 cited
Towards Fair Personalization by Avoiding Feedback Loops
Gökhan Çapan, Özge Bozal, İlker Gündoğdu +1
Self-reinforcing feedback loops are both cause and effect of over and/or under-presentation of some content in interactive recommender systems. This leads to erroneous user prefere…
stat.ML2019
A Bayesian Choice Model for Eliminating Feedback Loops
Gökhan Çapan, Ilker Gündoğdu, Ali Caner Türkmen +2
Self-reinforcing feedback loops in personalization systems are typically caused by users choosing from a limited set of alternatives presented systematically based on previous choi…