Boosting Item-based Collaborative Filtering via Nearly Uncoupled Random Walks

Athanasios N. Nikolakopoulos, George Karypis

Item-based models are among the most popular collaborative filtering approaches for building recommender systems. Random walks can provide a powerful tool for harvesting the rich n…