Degree-Related Bias in Link Prediction

Published in 2022 IEEE International Conference on Data Mining Workshops (ICDMW), 2022

Recommended citation: In this work, we theoretically analyze the relationship between the node degree and a random-initialized recommender system, discovering the inherent degree-related bias in many existing recommender system evaluation metrics. /files/pdf/research/Degbias.pdf