Adaptive recommendation for MOOC with collaborative filtering and time series.
Yanxia PangWenyan LiuYuanyuan JinHongwei PengTian XiaYonghe WuPublished in: Comput. Appl. Eng. Educ. (2018)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- user preferences
- recommendation systems
- data sparsity
- personalized recommendation
- item recommendation
- web page recommendation
- making recommendations
- online dating
- latent factor models
- user profiles
- cold start
- product recommendation
- neural network
- collaborative filtering recommendation
- collaborative filtering recommendation algorithm
- rating prediction
- content based filtering
- cold start problem
- user ratings
- dynamic time warping
- non stationary
- collaborative filtering algorithms
- user similarity
- implicit feedback
- recommendation algorithms
- information overload
- information filtering
- user interests