Do Similarity Measures Measure Similarity? How User Activity Creates Phantom Correlation in Recommender Systems.

arXiv:2610.35765v1 Announce Type: cross Abstract: Item-item similarity is one of the oldest and most foundational signals in recommender systems: two items are assumed to be similar when the same users consume them. Despite the sparsity and scale of interactio