Personalized Recommendation System Based on Support Vector Machine and Particle Swarm Optimization.
Xibin WangJunhao WenFengji LuoWei ZhouHaijun RenPublished in: KSEM (2015)
Keyphrases
- particle swarm optimization
- support vector machine
- personalized recommendation
- pso algorithm
- context aware
- particle swarm optimization algorithm
- multi objective
- recommendation systems
- differential evolution
- multi class
- support vector
- global optimization
- collaborative filtering
- svm classifier
- web personalization
- support vector machine svm
- e learning
- recommender systems
- particle swarm optimization pso
- swarm intelligence
- genetic algorithm
- ant colony optimization
- machine learning
- training data
- convergence speed
- user modeling
- feature selection
- personalized services
- user profiles
- training set
- inertia weight
- multi class support vector machines
- particle swarm
- kernel methods
- classification method
- feature vectors
- decision boundary
- user interests
- user behavior
- small sample
- product recommendation
- k nearest neighbor
- stock market prediction
- information filtering
- user preferences
- soft margin
- high classification accuracy
- shuffled frog leaping algorithm