Rethinking Recommender Systems: Beyond Predicting User-Item Interactions to Understanding the Decision-Making Process

Recommender systems should be viewed as dynamic processes that aim to understand and predict user decision-making, rather than simply predicting missing values in a static user-item interaction matrix.