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A review of business process mining: state‐of‐the‐art and future trends
12 references·16 citing·27 second hop
A review of business process mining: state‐of‐the‐art and future trends (2008)A review of business process mining: stat…The ProM Framework: A New Era in Process Mining Tool Support (2005)The ProM Framework: A New Era…Process Mining and Verification of Properties: An Approach Based on Temporal Logic (2005)Process Mining and Verificati…Process Mining and Security: Detecting Anomalous Process Executions and Checking Process Conformance (2005)Process Mining and Security: …Genetic Process Mining (2005)Genetic Process MiningWorkflow mining: discovering process models from event logs (2004)Workflow mining: discovering …Mining Social Networks: Uncovering Interaction Patterns in Business Processes (2004)Mining Social Networks: Uncov…Workflow mining: A survey of issues and approaches (2003)Workflow mining: A survey of …Rediscovering workflow models from event-based data using little thumb (2003)Rediscovering workflow models…Process mining: a research agenda (2003)Process mining: a research ag…Business process modelling: Review and framework (2003)Business process modelling: R…Mining process models from workflow logs (1998)Mining process models from wo…Discovering models of software processes from event-based data (1998)Discovering models of softwar…Machine learning in business process management: A systematic literature review (2024)Machine learning in business …Process Mining for Six Sigma: Utilising Digital Traces (2020)Process Mining for Six Sigma:…Process mining and industrial applications: A systematic literature review (2020)Process mining and industrial…A Case Study Lens on Process Mining in Practice (2019)A Case Study Lens on Process …Process discovery from event data: Relating models and logs through abstractions (2018)Process discovery from event …How is process mining technology used by organizations? A systematic literature review of empirical studies (2018)How is process mining technol…Business Process Mining Application: A Literature Review (2018)Business Process Mining Appli…Correlation Miner: Mining Business Process Models and Event Correlations Without Case Identifiers (2017)Correlation Miner: Mining Bus…A systematic mapping study of process mining (2017)A systematic mapping study of…Multilevel Process Mining for Financial Audits (2015)Multilevel Process Mining for…An investigation into the role of enterprise information systems in enabling business innovation (2015)An investigation into the rol…Automatic Discovery of Data-Centric and Artifact-Centric Processes (2013)Automatic Discovery of Data-C…A Framework for the Analysis of Process Mining Algorithms (2013)A Framework for the Analysis …Process mining: from theory to practice (2012)Process mining: from theory t…Mining transportation logs for understanding the after-assembly block manufacturing process in the shipbuilding industry (2012)Mining transportation logs fo…Discovering User Communities in Large Event Logs (2012)Discovering User Communities …An overview of workflow management: From process modeling to workflow automation infrastructure (1995)Business Process Intelligence (2003)Business process mining: An industrial application (2006)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Discovering Social Networks from Event Logs (2005)Genetic process mining: an experimental evaluation (2007)Process Mining (2012)Process innovation: reengineering work through information technology (1993)Business Process Change: A Study of Methodologies, Techniques, and Tools* (1997)Business Process Analysis and Optimization: Beyond Reengineering (2007)Understanding the influence of information systems competencies on process innovation: A resource-based view (2007)The effect of prior knowledge and decision-making style on the online purchase decision-making process: A typology of consumer shopping behaviour (2015)Adeptflex—Supporting Dynamic Changes of Workflows Without Losing Control (1998)Artifact-Centric Business Process Models: Brief Survey of Research Results and Challenges (2008)Efficient Compliance Checking Using BPMN-Q and Temporal Logic (2008)A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs (2015)Business Process Management: A Survey (2003)Workflow Patterns (2003)A survey on the recent research literature on ERP systems (2005)Process mining in healthcare: A literature review (2016)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Business Process Management: A Comprehensive Survey (2013)Semantics and analysis of business process models in BPMN (2008)Conformance checking of processes based on monitoring real behavior (2007)Mining process models with non-free-choice constructs (2007)Towards comprehensive support for organizational mining (2008)Process mining techniques and applications – A systematic mapping study (2019)
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References

  • 2004Workflow mining: discovering process models from event logs2,206 cited
  • 2003Workflow mining: A survey of issues and approaches1,052 cited
  • 2005The ProM Framework: A New Era in Process Mining Tool Support929 cited
  • 2003Business process modelling: Review and framework921 cited
  • 1998Discovering models of software processes from event-based data870 cited
  • 1998Mining process models from workflow logs799 cited
  • 2003Process mining: a research agenda652 cited
  • 2003Rediscovering workflow models from event-based data using little thumb468 cited
  • 2005Genetic Process Mining335 cited
  • 2005Process Mining and Verification of Properties: An Approach Based on Temporal Logic293 cited
  • 2004Mining Social Networks: Uncovering Interaction Patterns in Business Processes254 cited
  • 2005Process Mining and Security: Detecting Anomalous Process Executions and Checking Process Conformance180 cited

Cited by

  • 2013Automatic Discovery of Data-Centric and Artifact-Centric Processes89 cited
  • 2012Process mining: from theory to practice75 cited
  • 2018How is process mining technology used by organizations? A systematic literature review of empirical studies

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74 cited
  • 2018Process discovery from event data: Relating models and logs through abstractions65 cited
  • 2017A systematic mapping study of process mining63 cited
  • 2018Business Process Mining Application: A Literature Review60 cited
  • 2024Machine learning in business process management: A systematic literature review54 cited
  • 2020Process mining and industrial applications: A systematic literature review53 cited
  • 2015Multilevel Process Mining for Financial Audits49 cited
  • 2012Mining transportation logs for understanding the after-assembly block manufacturing process in the shipbuilding industry46 cited
  • 2019A Case Study Lens on Process Mining in Practice44 cited
  • 2020Process Mining for Six Sigma: Utilising Digital Traces43 cited
  • 2012Discovering User Communities in Large Event Logs40 cited
  • 2013A Framework for the Analysis of Process Mining Algorithms39 cited
  • 2017Correlation Miner: Mining Business Process Models and Event Correlations Without Case Identifiers39 cited
  • 2015An investigation into the role of enterprise information systems in enabling business innovation36 cited