Accurate Library Recommendation Using Combining Collaborative Filtering and Topic Model for Mobile Development.
Xiaoqiong ZhaoShanping LiHuan YuYe WangWeiwei QiuPublished in: IEICE Trans. Inf. Syst. (2019)
Keyphrases
- collaborative filtering
- topic models
- topic modeling
- recommender systems
- latent factor models
- latent dirichlet allocation
- user preferences
- recommendation systems
- personalized recommendation
- data sparsity
- matrix factorization
- variational inference
- probabilistic model
- text mining
- co occurrence
- latent topics
- text documents
- user profiles
- generative model
- probabilistic topic models
- topic discovery
- baseline models
- information filtering
- text corpora
- machine learning
- latent variables
- implicit feedback
- gibbs sampling
- latent factors
- lda model
- pairwise
- support vector