Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Prescriptive process monitoring: Quo vadis ?

14 references·9 citing·52 second hopsampled

FromToDepth

this work references cited by second hop· second hop is a sample of the most-cited connections

References

2011A Guide to Conducting a Systematic Literature Review of Information Systems Research1,849 cited
2019Prescriptive analytics: Literature review and research challenges501 cited
2014Predictive Monitoring of Business Processes305 cited
2012Process mining292 cited
2017Predictive Monitoring of Business Processes: A Survey279 cited
2008Supporting Flexible Processes through Recommendations Based on History192 cited
2017Online Controlled Experiments and A/B Testing192 cited
2018Predictive Process Monitoring Methods: Which One Suits Me Best?175 cited
2014A recommendation system for predicting risks across multiple business process instances136 cited
2013Improving business process decision making based on past experience120 cited
2014Prescriptive Analytics for Recommendation-Based Business Process Optimization76 cited
2018Human resource allocation in business process management and process mining67 cited
2020Prescriptive Business Process Monitoring for Recommending Next Best Actions64 cited
2019Prediction-based Resource Allocation using LSTM and Minimum Cost and Maximum Flow Algorithm62 cited

Cited by

2024Predictive process monitoring: concepts, challenges, and future research directions

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

58 cited

2024Prescriptive analytics systems revised: a systematic literature review from an information systems perspective40 cited

2024Digital Twins of Business Processes: A Research Manifesto32 cited

2023From process mining to augmented process execution30 cited

2023Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning27 cited

2023Outcome-Oriented Prescriptive Process Monitoring based on Temporal Logic Patterns22 cited

2024Improving Process Mining Maturity – From Intentions to Actions16 cited

2025Achieving framed autonomy in AI-augmented business process management systems through automated planning14 cited

2023Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring13 cited