Time and activity sequence prediction of business process instances.
Mirko PolatoAlessandro SperdutiAndrea BurattinMassimiliano de LeoniPublished in: Computing (2018)
Keyphrases
- business process
- sequence prediction
- business processes
- markov models
- process model
- business process modeling
- business process management
- ws bpel
- web services
- business process models
- case study
- process mining
- service oriented architecture
- workflow model
- decision theory
- business rules
- structured prediction
- user interface
- bayesian networks
- markov model
- data mining
- markov chain
- state space
- hidden markov models
- reinforcement learning
- workflow technology
- information systems
- learning algorithm