Constructing Probabilistic Process Models Based on Hidden Markov Models for Resource Allocation.

Berny Carrera Jae-Yoon Jung

Published in: Business Process Management Workshops (2014)

Keyphrases

hidden markov models
resource allocation
process model
process mining
stochastic context free grammars
resource allocation problems
business processes

sequential data
business process
optimal resource allocation
probabilistic model
business process models
markov models
event logs

generative model
conditional random fields
bayesian networks
hidden states
petri net
baum welch
data management

machine learning
expectation maximization
dynamic behaviors
architectural models
code generator
neural network