Be Causal: De-biasing Social Network Confounding in Recommendation.
Qian LiXiangmeng WangGuandong XuPublished in: CoRR (2021)
Keyphrases
- social networks
- personal interests
- heterogeneous social networks
- online dating
- social network analysis
- social network services
- collaborative filtering
- recommender systems
- recommendation systems
- social networking websites
- bayesian networks
- causal reasoning
- online social networks
- social networking
- social relationships
- social graph
- social context
- causal networks
- personalized recommendation
- causal models
- information diffusion
- social connections
- link prediction
- causal independence
- social networking services
- location based social networks
- social media
- social influence
- causal relationships
- network structure
- social interaction
- user preferences
- social relations
- social web
- action selection
- community discovery
- user activity
- qualitative models
- user feedback
- social roles
- data mining