Recommender system implementations for embedded collaborative filtering applications.
Francisco Pajuelo-HolgueraJuan Antonio Gómez PulidoFernando OrtegaJosé M. Granado CriadoPublished in: Microprocess. Microsystems (2020)
Keyphrases
- recommender systems
- collaborative filtering
- matrix factorization
- user preferences
- data sparsity
- user profiles
- efficient implementation
- product recommendation
- cold start problem
- online dating
- recommendation quality
- personalized recommendation
- information overload
- embedded systems
- movie recommendation
- recommendation systems
- information filtering
- user model
- user modeling
- implicit feedback
- cold start
- netflix prize
- collaborative filtering algorithms
- real time
- item recommendation
- pearson correlation coefficient
- probabilistic matrix factorization
- collaborative filtering recommender systems
- latent factor models
- website
- machine learning
- data sets