A probabilistic inference of multiparty-conversation structure based on Markov-switching models of gaze patterns, head directions, and utterances.
Kazuhiro OtsukaYoshinao TakemaeJunji YamatoPublished in: ICMI (2005)
Keyphrases
- probabilistic inference
- multi party
- graphical models
- influence diagrams
- context specific independence
- probabilistic model
- privacy preserving
- natural language
- human communication
- belief networks
- turn taking
- bayesian networks
- approximate inference
- bayesian belief networks
- parameter estimation
- weighted model counting
- message passing
- conditional probabilities
- neural network model
- eye gaze