Validating and Refining Cognitive Process Models Using Probabilistic Graphical Models.
Laura M. HiattConnor BrooksJ. Gregory TraftonPublished in: Top. Cogn. Sci. (2022)
Keyphrases
- process model
- probabilistic graphical models
- graphical models
- process mining
- business processes
- markov networks
- first order logic
- business process
- latent variables
- conditional random fields
- event logs
- approximate inference
- information processing
- belief propagation
- exact inference
- probabilistic inference
- soft computing
- probabilistic model
- hidden variables
- fuzzy measures
- petri net
- random variables
- bayesian networks
- cognitive processes
- decision making
- parameter learning
- dynamic behaviors
- intelligent systems
- maximum likelihood
- probability distribution
- case study