From predictive to prescriptive process monitoring: Recommending the next best actions instead of calculating the next most likely events.
Sven WeinzierlSandra ZilkerMatthias StierleMartin MatznerGyunam ParkPublished in: Wirtschaftsinformatik (Zentrale Tracks) (2020)
Keyphrases
- human activities
- external events
- state transitions
- recommender systems
- plan recognition
- temporal ordering
- event detection
- temporal data
- action sequences
- reasoning about actions
- activity recognition
- neural network
- predictive model
- action selection
- temporal relations
- atomic actions
- group activities
- goal directed
- event recognition
- situation calculus
- temporal information
- collaborative filtering
- reinforcement learning