Resource Allocation Optimization in Business Processes Supported by Reinforcement Learning and Process Mining.
Thais Rodrigues NeubauerValdinei Freire da SilvaMarcelo FantinatoSarajane Marques PeresPublished in: BRACIS (1) (2022)
Keyphrases
- resource allocation
- process mining
- business processes
- business process
- optimal resource allocation
- process model
- reinforcement learning
- event logs
- resource allocation problems
- web services
- workflow management systems
- workflow management
- business process models
- business process modeling
- business process management
- workflow systems
- business partners
- state space
- workflow model
- machine learning
- case study
- formal concept analysis
- business environment
- service oriented architecture
- databases
- multi agent
- decision making
- artificial intelligence
- data mining
- real world