Before revision: Social relations are often used to improve recommendation quality and most existing social recommendation models exploit pairwise relations to mine potential user preferences.
After revision: Social relations are often used to improve recommendation quality when user-item interaction data is sparse in recommender systems. Most existing social recommendation models exploit pairwise relations to mine potential user preferences.