Integrating Latent Dirichlet Allocation and Poisson Graphical Model: A Deep Dive into the Writings of Chen Duxiu, Co-Founder of the Chinese Communist Party.
Anne Shen ChaoQiwei LiZhandong LiuPublished in: DH (2018)
Keyphrases
- graphical models
- latent dirichlet allocation
- topic models
- probabilistic model
- generative model
- belief propagation
- random variables
- gibbs sampling
- lda model
- directed graphical models
- probabilistic graphical models
- probabilistic inference
- approximate inference
- markov networks
- exact inference
- conditional random fields
- latent variable models
- bayesian networks
- belief networks
- latent variables
- text mining
- probabilistic latent semantic analysis
- factor graphs
- closed form
- structure learning
- mixture model
- information retrieval
- message passing
- data mining
- bayesian framework
- bayesian inference
- regression model
- markov chain monte carlo
- graph cuts
- dimensionality reduction
- machine learning