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Assessing the Suitability of Traditional Event Log Standards for IoT-Enhanced Event Logs
16 references·0 citing·42 second hop
Assessing the Suitability of Traditional Event Log Standards for IoT-Enhanced Event Logs (2023)Assessing the Suitability of Traditional …OCEL: A Standard for Object-Centric Event Logs (2021)OCEL: A Standard for Object-C…The Internet of Things Meets Business Process Management: A Manifesto (2020)The Internet of Things Meets …Conformance checking (2019)Conformance checkingPredictive Process Monitoring Methods: Which One Suits Me Best? (2018)Predictive Process Monitoring…From event streams to process models and back: Challenges and opportunities (2017)From event streams to process…Event Abstraction for Process Mining Using Supervised Learning Techniques (2017)Event Abstraction for Process…Data-Driven Process Discovery - Revealing Conditional Infrequent Behavior from Event Logs (2017)Data-Driven Process Discovery…Enabling process mining on sensor data from smart products (2016)Enabling process mining on se…Artifact Lifecycle Discovery (2015)Artifact Lifecycle DiscoveryDiscovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Discovering Block-Structured …Data-aware process mining (2013)Data-aware process miningActive Trace Clustering for Improved Process Discovery (2013)Active Trace Clustering for I…Analyzing Resource Behavior Using Process Mining (2010)Analyzing Resource Behavior U…Trace Clustering in Process Mining (2009)Trace Clustering in Process M…Process Diagnostics: A Method Based on Process Mining (2009)Process Diagnostics: A Method…Workflow mining: discovering process models from event logs (2004)Workflow mining: discovering …Process-aware information systems: bridging people and software through process technology (2006)Business Process Simulation Revisited (2010)Engineering Psychology and Human Performance (2015)The Use of Process Mining in Business Process Simulation Model Construction (2015)Process Science in Action: A Literature Review on Process Mining in Business Management (2021)The ProM Framework: A New Era in Process Mining Tool Support (2005)Process Mining Manifesto (2012)Scalable process discovery and conformance checking (2016)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Split miner: automated discovery of accurate and simple business process models from event logs (2018)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Discovering the Effects of Metacognitive Prompts on the Sequential Structure of SRL-Processes Using Process Mining Techniques (2015)Event Log Preprocessing for Process Mining: A Review (2021)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Business process mining: An industrial application (2006)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Process Mining for the multi-faceted analysis of business processes—A case study in a financial services organization (2012)Automatic Discovery of Data-Centric and Artifact-Centric Processes (2013)Big data: The next frontier for innovation, competition, and productivity (2011)Aligning Event Logs and Process Models for Multi-perspective Conformance Checking: An Approach Based on Integer Linear Programming (2013)Online conformance checking: relating event streams to process models using prefix-alignments (2017)Conformance checking of processes based on monitoring real behavior (2007)Context Aware Trace Clustering: Towards Improving Process Mining Results (2009)A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs (2012)Wanna improve process mining results? (2013)Procedures for Performing Systematic Reviews (2004)Process Mining (2016)Machine Learning in Business Process Monitoring: A Comparison of Deep Learning and Classical Approaches Used for Outcome Prediction (2020)A systematic literature review on state-of-the-art deep learning methods for process prediction (2021)Predictive Process Monitoring (2022)A model for types and levels of human interaction with automation (2000)Discrimination-aware data mining (2008)Fundamentals of Business Process Management (2018)Towards IoT-driven Process Event Log Generation for Conformance Checking in Smart Factories (2020)Modelling and executing IoT-enhanced business processes through BPMN and microservices (2021)Process Prediction with Digital Twins (2021)Business Artifacts: A Data-centric Approach to Modeling Business Operations and Processes (2009)XES, XESame, and ProM 6 (2011)Precision and Fitness in Object-Centric Process Mining (2021)OC-PM: analyzing object-centric event logs and process models (2022)Explainable concept drift in process mining (2023)
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References

  • 2004Workflow mining: discovering process models from event logs2,206 cited
  • 2014Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour458 cited
  • 2009Trace Clustering in Process Mining364 cited
  • 2013Data-aware process mining185 cited
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  • 2020The Internet of Things Meets Business Process Management: A Manifesto177 cited
  • 2018Predictive Process Monitoring Methods: Which One Suits Me Best?175 cited
  • 2009Process Diagnostics: A Method Based on Process Mining145 cited
  • 2010Analyzing Resource Behavior Using Process Mining110 cited
  • 2021OCEL: A Standard for Object-Centric Event Logs109 cited
  • 2017Event Abstraction for Process Mining Using Supervised Learning Techniques101 cited
  • 2017Data-Driven Process Discovery - Revealing Conditional Infrequent Behavior from Event Logs101 cited
  • 2019Conformance checking93 cited
  • 2016Enabling process mining on sensor data from smart products78 cited
  • 2017From event streams to process models and back: Challenges and opportunities77 cited

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Artifact Lifecycle Discovery
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