Constructing compact and effective graphs for recommender systems via node and edge aggregations

Sangkeun Lee, Minsuk Kahng, Sang-goo Lee

Abstract: Highlights•We present an aggregation technique for building compact graphs for recommendation.•We present an algorithm for ranking nodes for recommendation.•Node and edge aggregation can significantly reduce the graph size.•Using a compact graph for recommendation does not sacrifice much accuracy.