Jialie Shen

Author Topic Model based Collaborative Filtering for Personalized POI Recommendation

2015 · IEEE Transactions on Multimedia

From social media has emerged continuous needs for automatic travel recommendations. Collaborative filtering (CF) is the most well-known approach. However, existing approaches generally suffer from various weaknesses. For example , sparsity can significantly degrade the …