Collaborative Filtering for People to People Recommendation in Social Networks.
Xiongcai CaiMichael BainAlfred KrzywickiWayne WobckeYang Sok KimPaul ComptonAshesh MahidadiaPublished in: Australasian Conference on Artificial Intelligence (2010)
Keyphrases
- collaborative filtering
- online dating
- social networks
- recommender systems
- link prediction
- recommendation systems
- matrix factorization
- personalized recommendation
- data sparsity
- user preferences
- recommendation algorithms
- item based collaborative filtering
- social interaction
- social media
- recommendation quality
- cold start
- product recommendation
- user similarity
- latent factor models
- information diffusion
- social network analysis
- social networking
- information filtering
- social network data
- item recommendation
- collaborative filtering algorithms
- collaborative filtering recommendation
- rating matrix
- making recommendations
- complex networks
- collaborative filtering recommendation algorithm
- social relationships
- collaborative recommendation
- social relations
- cold start problem
- personal interests
- transfer learning
- web page recommendation
- network structure
- community structure