Using Genetic Algorithm for Hybrid Modes of Collaborative Filtering in Online Recommenders.
Simon FongYvonne HoYang HangPublished in: HIS (2008)
Keyphrases
- collaborative filtering
- genetic algorithm
- recommender systems
- matrix factorization
- user preferences
- parallel genetic algorithm
- data sparsity
- real time
- personalized recommendation
- online learning
- user profiles
- hybrid recommendation
- evolutionary algorithm
- recommendation systems
- deal with information overload
- user interests
- pearson correlation coefficient
- neural network
- information filtering
- metaheuristic
- recommendation algorithms
- simulated annealing
- implicit feedback
- user ratings
- population size
- fuzzy logic
- cold start
- content based filtering
- collaborative filtering algorithms
- multi objective
- artificial neural networks
- information retrieval