PERSPeCT: collaborative filtering for tailored health communications.
Roy J. AdamsRajani S. SadasivamKavitha BalakrishnanRebecca L. KinneyThomas K. HoustonBenjamin M. MarlinPublished in: RecSys (2014)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- data sparsity
- communication systems
- user preferences
- health care
- neighbor selection
- communication networks
- information filtering
- pearson correlation coefficient
- recommendation systems
- user profiles
- information systems
- machine learning
- personalized recommendation
- cold start problem
- socio economic
- collaborative filtering algorithms
- computer systems
- bayesian networks
- health information
- electronic health records
- health monitoring
- health informatics
- social networks