Trigram Timmies and Bayesian Johnnies: Probabilistic Models of Personality in Dominion.
Kevin GoldPublished in: AIIDE (2011)
Keyphrases
- probabilistic model
- language model
- bayesian inference
- bayesian networks
- posterior probability
- generative model
- graphical models
- conditional random fields
- language modeling
- latent variables
- mixture model
- variational inference
- expectation maximization
- bayesian models
- probabilistic modeling
- n gram
- bayesian learning
- hidden variables
- bayesian estimation
- personality traits
- document retrieval
- maximum likelihood
- posterior distribution
- human decision making
- data driven
- decision trees
- bayesian analysis
- collective learning
- machine learning
- bayesian decision
- word segmentation
- topic models
- query expansion
- artificial intelligence