Graph DNA: Deep Neighborhood Aware Graph Encoding for Collaborative Filtering
arXiv: Learning, 2019.
In this paper, we consider recommender systems with side information in the form of graphs. Existing collaborative filtering algorithms mainly utilize only immediate neighborhood information and have a hard time taking advantage of deeper neighborhoods beyond 1-2 hops. The main caveat of exploiting deeper graph information is the rapidl...More
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