Modelling High-Order Social Relations for Item Recommendation.
Yang LiuLiang ChenXiangnan HeJiaying PengZibin ZhengJie TangPublished in: IEEE Trans. Knowl. Data Eng. (2022)
Keyphrases
- high order
- social relations
- item recommendation
- social influence
- social networks
- higher order
- matrix factorization
- low order
- collaborative filtering
- online social networks
- social relationships
- social context
- pairwise
- lower order
- markov random field
- tag recommendation
- bayesian logistic regression
- social networking sites
- network structure
- social interaction
- social network analysis
- user preferences
- link prediction
- supervised learning
- training set
- high level
- learning algorithm