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Processes Meet Big Data: Connecting Data Science with Process Science
16 references·16 citing·31 second hopsampled
Processes Meet Big Data: Connecting Data Science with Process Science (2015)Processes Meet Big Data: Connecting Data …Fundamentals of Business Process Management (2018)Fundamentals of Business Proc…Principles of Scientific Management, The (2015)Principles of Scientific Mana…The Six Sigma Handbook: A Complete Guide for Green Belts, Black Belts, and Managers at All Levels (2014)The Six Sigma Handbook: A Com…Fundamentals of Business Process Management (2013)Fundamentals of Business Proc…Business Process Management: A Comprehensive Survey (2013)Business Process Management: …Replaying history on process models for conformance checking and performance analysis (2012)Replaying history on process …The World’s Technological Capacity to Store, Communicate, and Compute Information (2011)The World’s Technological Cap…Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Process Mining: Discovery, Co…Process Mining (2011)Process MiningBig data: The next frontier for innovation, competition, and productivity (2011)Big data: The next frontier f…Discrimination-aware data mining (2008)Discrimination-aware data min…Workflow mining: discovering process models from event logs (2004)Workflow mining: discovering …Case handling: a new paradigm for business process support (2004)Case handling: a new paradigm…Workflow Management (2002)Workflow ManagementWorkflow Management: Models, Methods, and Systems (2001)Workflow Management: Models, …Reengineering the Corporation (1993)Reengineering the CorporationTuning Machine Learning to Address Process Mining Requirements (2024)Tuning Machine Learning to Ad…Process mining and customer journey mapping in healthcare: Enhancing patient-centred care in stroke rehabilitation (2024)Process mining and customer j…SWEL: A Domain-Specific Language for Modeling Data-Intensive Workflows (2023)SWEL: A Domain-Specific Langu…A Direct Data Aware LSTM Neural Network Architecture for Complete Remaining Trace and Runtime Prediction (2023)A Direct Data Aware LSTM Neur…Seven Paradoxes of Business Process Management in a Hyper-Connected World (2020)Seven Paradoxes of Business P…Mapping the Patient’s Journey in Healthcare through Process Mining (2020)Mapping the Patient’s Journey…Decision as a Service (DaaS): A Service-Oriented Architecture Approach for Decisions in Processes (2020)Decision as a Service (DaaS):…Scalable Discovery of Hybrid Process Models in a Cloud Computing Environment (2019)Scalable Discovery of Hybrid …A composite machine-learning-based framework for supporting low-level event logs to high-level business process model activities mappings enhanced by flexible BPMN model translation (2019)A composite machine-learning-…Recomposing conformance: Closing the circle on decomposed alignment-based conformance checking in process mining (2018)Recomposing conformance: Clos…Process Mining Tools Comparison (2018)Process Mining Tools Comparis…DB-XES: Enabling Process Discovery in the Large (2018)DB-XES: Enabling Process Disc…Business Process Analytics and Big Data Systems: A Roadmap to Bridge the Gap (2018)Business Process Analytics an…Analytical Intelligence in Processes: Data Science for Business (2018)Analytical Intelligence in Pr…A distributed approach to compliance monitoring of business process event streams (2018)A distributed approach to com…Static and Dynamic Process Change (2016)Static and Dynamic Process Ch…The Coming of Post-Industrial Society: A Venture in Social Forecasting. (1974)The Information Age: Economy, Society and Culture (1999)The Nature of Technology: What it Is and How it Evolves (2009)Big data in the policy cycle: Policy decision making in the digital era (2015)The Society of Algorithms (2021)Green supply chain innovation: Emergence, adoption, and challenges (2022)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)The ProM Framework: A New Era in Process Mining Tool Support (2005)Conformance checking of processes based on monitoring real behavior (2007)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Workflow Patterns (2003)Knowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches (2014)Comprehensible Predictive Models for Business Processes1 (2016)Digital transformation and the new logics of business process management (2020)The Capabilities of Market-Driven Organizations (1994)Market, Hierarchy, and Trust: The Knowledge Economy and the Future of Capitalism (2001)What Stakeholder Theory is Not (2003)Process Mining Manifesto (2012)Digital Innovation Management: Reinventing Innovation Management Research in a Digital World (2017)Beyond the hype: Big data concepts, methods, and analytics (2014)Big Data: A Survey (2014)Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)The Work Design Questionnaire (WDQ): Developing and validating a comprehensive measure for assessing job design and the nature of work. (2006)Identification in Organizations: An Examination of Four Fundamental Questions (2008)TOWARD A THEORY OF PARADOX: A DYNAMIC EQUILIBRIUM MODEL OF ORGANIZING. (2011)The Six Core Elements of Business Process Management (2010)Outcome-Oriented Predictive Process Monitoring (2019)Strategy archetypes for digital transformation: Defining meta objectives using business process management (2020)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)The Six Core Elements of Business Process Management (2014)A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs (2015)
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References

  • 2011Big data: The next frontier for innovation, competition, and productivity5,202 cited
  • 2015Principles of Scientific Management, The5,038 cited
  • 1993Reengineering the Corporation2,520 cited
  • 2004Workflow mining: discovering process models from event logs2,206 cited
  • 2018Fundamentals of Business Process Management1,831 cited
  • 2011Process Mining1,804 cited
  • 2011Process Mining: Discovery, Conformance and Enhancement of Business Processes1,725 cited
  • 2011The World’s Technological Capacity to Store, Communicate, and Compute Information1,643 cited
  • 2013Fundamentals of Business Process Management1,344 cited
  • 2013Business Process Management: A Comprehensive Survey829 cited
  • 2004Case handling: a new paradigm for business process support770 cited
  • 2002Workflow Management744 cited
  • 2001Workflow Management: Models, Methods, and Systems742 cited
  • 2012Replaying history on process models for conformance checking and performance analysis738 cited
  • 2008Discrimination-aware data mining676 cited
  • 2014The Six Sigma Handbook: A Complete Guide for Green Belts, Black Belts, and Managers at All Levels

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578 cited

Cited by

  • 2020Seven Paradoxes of Business Process Management in a Hyper-Connected World89 cited
  • 2016Static and Dynamic Process Change80 cited
  • 2018Recomposing conformance: Closing the circle on decomposed alignment-based conformance checking in process mining60 cited
  • 2020Mapping the Patient’s Journey in Healthcare through Process Mining52 cited
  • 2019Scalable Discovery of Hybrid Process Models in a Cloud Computing Environment41 cited
  • 2023A Direct Data Aware LSTM Neural Network Architecture for Complete Remaining Trace and Runtime Prediction40 cited
  • 2018Business Process Analytics and Big Data Systems: A Roadmap to Bridge the Gap36 cited
  • 2019A composite machine-learning-based framework for supporting low-level event logs to high-level business process model activities mappings enhanced by flexible BPMN model translation29 cited
  • 2024Tuning Machine Learning to Address Process Mining Requirements25 cited
  • 2018A distributed approach to compliance monitoring of business process event streams25 cited
  • 2020Decision as a Service (DaaS): A Service-Oriented Architecture Approach for Decisions in Processes19 cited
  • 2018Process Mining Tools Comparison17 cited
  • 2018DB-XES: Enabling Process Discovery in the Large16 cited
  • 2018Analytical Intelligence in Processes: Data Science for Business15 cited
  • 2024Process mining and customer journey mapping in healthcare: Enhancing patient-centred care in stroke rehabilitation13 cited
  • 2023SWEL: A Domain-Specific Language for Modeling Data-Intensive Workflows5 cited