From netflix to heart attacks: collaborative filtering in medical datasets.
Shahzaib HassanZeeshan SyedPublished in: IHI (2010)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- recommendation algorithms
- user preferences
- personalized recommendation
- recommendation systems
- latent factor models
- data sparsity
- netflix prize
- database
- information filtering
- heart disease
- benchmark datasets
- cardiovascular disease
- product recommendation
- movie recommendation
- demographic information
- user ratings
- medical diagnosis
- malicious users
- deal with information overload
- malicious attacks
- denial of service attacks
- content based filtering
- medical experts
- implicit feedback
- medical domain
- prediction accuracy
- data mining