TimeKit: A Time-series Forecasting-based Upgrade Kit for Collaborative Filtering.
Seoyoung HongMinju JoSeungji KookJaeeun JungHyowon WiNoseong ParkSung-Bae ChoPublished in: Big Data (2022)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- data sparsity
- artificial neural networks
- neuro fuzzy
- user preferences
- user friendly
- deal with information overload
- making recommendations
- life cycle
- concept maps
- personalized recommendation
- recommendation quality
- transfer learning
- user profiles
- cold start
- pearson correlation coefficient
- database
- recommendation systems
- bayesian networks
- cold start problem
- active user
- latent factor models
- neural network