Personalization of study material based on predicted final grades using multi-criteria user-collaborative filtering recommender system.
Dina Fitria MuradYaya HeryadiSani Muhamad IsaWidodo BudihartoPublished in: Educ. Inf. Technol. (2020)
Keyphrases
- recommender systems
- collaborative filtering
- multi criteria
- user preferences
- recommendation quality
- user profiles
- matrix factorization
- user modeling
- information filtering
- user model
- information overload
- product recommendation
- recommendation systems
- cold start problem
- cold start
- demographic information
- personalized recommendation
- decision analysis
- data sparsity
- user feedback
- implicit feedback
- content based filtering
- user ratings
- user profiling
- decision aid
- objective function
- user specific
- user interests
- evolutionary algorithm
- user interaction
- decision makers
- collaborative filtering algorithms
- active user
- data analysis
- imprecise information
- multiple criteria decision making
- data mining
- preference aggregation
- item recommendation
- web page recommendation
- multi criteria optimization