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Context-Aware Analysis of Past Process Executions to Aid Resource Allocation Decisions

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References

2010Time prediction based on process mining507 cited
2008Supporting Flexible Processes through Recommendations Based on History192 cited
2002Dynamic Work Distribution in Workflow Management Systems: How to Balance Quality and Performance139 cited
2006Context-aware Process Design: Exploring the Extrinsic Drivers for Process Flexibility135 cited
2013Improving business process decision making based on past experience120 cited
2010Analyzing Resource Behavior Using Process Mining110 cited
2011Resource behavior measure and application in business process management68 cited
2014A General Framework for Correlating Business Process Characteristics64 cited
2013Optimal Resource Assignment in Workflows for Maximizing Cooperation63 cited
2010Learning the Context of a Clinical Process49 cited
2009Context-awareness for adequate business process modelling43 cited
2010A Formal Model for Process Context Learning40 cited
2014An Extensible Framework for Analysing Resource Behaviour Using Event Logs38 cited
2015Towards a Generic Context Model for BPM30 cited

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2018Context-Aware Predictive Process Monitoring: The Impact of News Sentiment

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24 cited

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

2024Learning policies for resource allocation in business processes22 cited

2020Context-Aware Process Performance Indicator Prediction18 cited

2022Learning to Act: A Reinforcement Learning Approach to Recommend the Best Next Activities17 cited