News recommendations based on collaborative topic modeling and collaborative filtering with generative adversarial networks.
Duen-Ren LiuYang HuangJhen-Jie JhaoShin-Jye LeePublished in: Data Technol. Appl. (2024)
Keyphrases
- topic modeling
- collaborative filtering
- recommender systems
- making recommendations
- recommendation systems
- collaborative filtering algorithms
- user preferences
- personalized recommendation
- cold start
- user ratings
- hybrid recommendation
- opinion mining
- topic models
- matrix factorization
- latent factor models
- content based filtering
- probabilistic topic models
- recommendation algorithms
- demographic information
- generative model
- latent dirichlet allocation
- news articles
- product recommendation
- data sparsity
- keywords
- text mining
- user profiles
- heterogeneous networks
- text corpora
- unsupervised learning
- heterogeneous information networks
- latent topics
- databases
- bag of words
- text documents
- user interests