ACM Reference Format:

1 INTRODUCTION

2 PRELIMINARY CONCEPTS

3 RESEARCH METHODOLOGY
3.1 Research Questions
3.2 Study Retrieval
3.3 Study Selection
3.4 Taxonomy

4 MINING PROCESS BEHAVIOUR
4.1 Process Performance Mining
4.2 Causal Process Mining
4.3 Deviance Mining
4.4 Decision Mining
4.5 Resource Behaviour Analysis
4.6 Distributed Privacy-Preserving Mining
4.7 Knowledge-Centric Process Mining
4.8 Discussion

5 PREDICTIVE PROCESS MONITORING
5.1 Next Activity Prediction
5.2 Process Path Prediction
5.3 Time-related Predictions
5.4 Process Outcome Predictions
5.5 Discussion

6 DECISION SUPPORT OR GOAL-DIRECTED DECISION MAKING OR PRESCRIPTIVE PROCESS ANALYTICS
6.1 Risk-Informed Decision Making
6.2 Supporting business process execution via Process-Aware Recommender Systems
6.3 Operational decision support for Knowledge Intensive Processes
6.4 Decision Support for Resource Management
6.5 Strategic Decision Modeling

7 DISCUSSION AND FUTURE DIRECTIONS

8 CONCLUSION