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On Process Discovery Experimentation: Addressing the Need for Research Methodology in Process Discovery
16 references·0 citing·39 second hop
On Process Discovery Experimentation: Addressing the Need for Research Methodology in Process Discovery (2024)On Process Discovery Experimentation: Add…Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Automated Discovery of Proces…Process Mining (2016)Process MiningDesign Science Methodology for Information Systems and Software Engineering (2014)Design Science Methodology fo…Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Discovering Block-Structured …The Structure of Scientific Revolutions: 50th Anniversary Edition (2012)The Structure of Scientific R…Replaying history on process models for conformance checking and performance analysis (2012)Replaying history on process …Reproducible Research in Computational Science (2011)Reproducible Research in Comp…Soundness of workflow nets: classification, decidability, and analysis (2010)Soundness of workflow nets: c…Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (2009)Research Design: Qualitative,…Process Discovery Using Integer Linear Programming (2008)Process Discovery Using Integ…A Three Cycle View of Design Science Research (2007)A Three Cycle View of Design …A Design Science Research Methodology for Information Systems Research (2007)A Design Science Research Met…Workflow mining: discovering process models from event logs (2004)Workflow mining: discovering …Design Science in Information Systems Research1 (2004)Design Science in Information…Generalizing Generalizability in Information Systems Research (2003)Generalizing Generalizability…Discovering models of software processes from event-based data (1998)Discovering models of softwar…Replication, Replication (1995)Accessible Reproducible Research (2010)Publish your computer code: it is good enough (2010)Increasing value and reducing waste in research design, conduct, and analysis (2014)Reproducibility in Science (2014)An introduction to Docker for reproducible research (2015)Design and natural science research on information technology (1995)Pasteur's Quadrant: Basic Science and Technological Innovation (2005)Design Science in the Information Systems Discipline: An Introduction to the Special Issue on Design Science Research (2008)Design Science Research in Information Systems (2010)Action design research (2011)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Conformance checking of processes based on monitoring real behavior (2007)THE DISCOVERY OF GROUNDED THEORY: STRATEGIES FOR QUALITATIVE RESEARCH. By Barney G. Glaser and Anselm L. Strauss. Chicago: Aldine Publishing Company, 1967. 271 pp. $6.75 (1968)Case Study Research: Design and Methods (1984)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)The Nature of Theory in Information Systems1 (2006)The Consequences of Technostress for End Users in Organizations: Conceptual Development and Empirical Validation (2008)Bridging the Qualitative–Quantitative Divide: Guidelines for Conducting Mixed Methods Research in Information Systems1 (2013)Chief executives define their own data needs. (1979)Design science in information systems research (2004)THE PSYCHOLOGY OF PERSONAL CONSTRUCTS (2010)Positioning and Presenting Design Science Research for Maximum Impact1 (2013)Service Research Priorities in a Rapidly Changing Context (2015)Digital Entrepreneurship: Toward a Digital Technology Perspective of Entrepreneurship (2016)Information Systems Success: The Quest for the Dependent Variable (1992)The Structure of Scientific Revolutions (1996)The DeLone and McLean Model of Information Systems Success: A Ten-Year Update (2003)The ProM Framework: A New Era in Process Mining Tool Support (2005)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Business Process Management: A Comprehensive Survey (2013)Case study research: design and methods (2011)Qualitative Case Study Methodology: Study Design and Implementation for Novice Researchers (2015)Thematic Analysis (2017)Outcome-Oriented Predictive Process Monitoring (2019)Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities (2020)The curse of dimensionality of decision-making units: A simple approach to increase the discriminatory power of data envelopment analysis (2019)Supporting better practice benchmarking: A DEA-ANN approach to bank branch performance assessment (2020)BPMN in healthcare: Challenges and best practices (2022)
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References

  • 2009Research Design: Qualitative, Quantitative, and Mixed Methods Approaches14,328 cited
  • 2004Design Science in Information Systems Research110,671 cited
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  • 2004Workflow mining: discovering process models from event logs2,206 cited
  • 2016Process Mining2,166 cited
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  • 1998Discovering models of software processes from event-based data870 cited
  • 2012Replaying history on process models for conformance checking and performance analysis738 cited
  • 2013Discovering Block-Structured Process Models from Event Logs - A Constructive Approach648 cited
  • 2018Automated Discovery of Process Models from Event Logs: Review and Benchmark440 cited
  • 2010Soundness of workflow nets: classification, decidability, and analysis372 cited
  • 2012The Structure of Scientific Revolutions: 50th Anniversary Edition

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343 cited
  • 2008Process Discovery Using Integer Linear Programming336 cited
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