Incorporating Pairwise Learning into Latent Dirichlet Allocation for Effective Item Recommendations.
Fang-Yu LinMing-Chen WuChien Chin ChenPublished in: PACIS (2018)
Keyphrases
- latent dirichlet allocation
- pairwise
- topic models
- latent variable models
- learning process
- topic modeling
- image classification
- text documents
- hierarchical bayesian model
- learning algorithm
- latent factor models
- probabilistic topic models
- gibbs sampling
- model selection
- markov random field
- high dimensional
- training data