Binary Rating Estimation with Graph Side Information

Kwangjun Ahn, Kangwook Lee, Hyunseung Cha, Changho Suh

Neural Information Processing Systems 

Rich experimental evidences show that one can better estimate users' unknown ratings with the aid of graph side information such as social graphs. However, the gain is not theoretically quantified.