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LLM-Based Event Abstraction and Integration for IoT-Sourced Logs
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LLM-Based Event Abstraction and Integration for IoT-Sourced Logs (2025)LLM-Based Event Abstraction and Integrati…Unsupervised Task Recognition from User Interaction Streams (2023)Unsupervised Task Recognition…CvAMoS—Event Abstraction Using Contextual Information (2023)CvAMoS—Event Abstraction Usin…An Interactive Method for Detection of Process Activity Executions from IoT Data (2023)An Interactive Method for Det…Process Model Discovery from Sensor Event Data (2021)Process Model Discovery from …An Activity Instance Based Hierarchical Framework for Event Abstraction (2021)An Activity Instance Based Hi…Interactive Process Mining in IoT and Human Behaviour Modelling (2020)Interactive Process Mining in…Event abstraction in process mining: literature review and taxonomy (2020)Event abstraction in process …Conformance Checking Approximation Using Subset Selection and Edit Distance (2020)Conformance Checking Approxim…Extraction, correlation, and abstraction of event data for process mining (2019)Extraction, correlation, and …Mining Process Model Descriptions of Daily Life Through Event Abstraction (2017)Mining Process Model Descript…The ROAD from Sensor Data to Process Instances via Interaction Mining (2016)The ROAD from Sensor Data to …Do activity lifecycles affect the validity of a business rule in a business process? (2016)Do activity lifecycles affect…Data quality in internet of things: A state-of-the-art survey (2016)Data quality in internet of t…PM$$^2$$: A Process Mining Project Methodology (2015)PM$$^2$$: A Process Mining Pr…Mining process models from workflow logs (1998)Workflow mining: discovering process models from event logs (2004)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)On the relevance of a business constraint to an event log (2018)Directions for future research on the integration of SOA, BPM, and BRM (2019)Advanced Process Discovery Techniques (2022)Another look at measures of forecast accuracy (2006)Process Mining (2011)Towards IoT-driven Process Event Log Generation for Conformance Checking in Smart Factories (2020)Conformance checking over uncertain event data (2021)Process-aware digital twin cockpit synthesis from event logs (2022)Development of a Tool for Measuring and Analyzing Computer User Satisfaction (1983)Beyond Accuracy: What Data Quality Means to Data Consumers (1996)Data fusion (2009)The value of online surveys: a look back and a look ahead (2018)Impact of IoT challenges and risks for SCM (2019)Re-Thinking Data Strategy and Integration for Artificial Intelligence: Concepts, Opportunities, and Challenges (2023)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Process Mining (2016)Improved behavior model based on sequential rule mining (2018)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)Generating time-based label refinements to discover more precise process models (2019)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Process Mining Manifesto (2012)Data-driven dynamic causality analysis of industrial systems using interpretable machine learning and process mining (2022)The connection between process complexity of event sequences and models discovered by process mining (2022)Large Process Models: A Vision for Business Process Management in the Age of Generative AI (2024)BPMN: An introduction to the standard (2011)Process Mining: Data Science in Action (2016)Event Log Preprocessing for Process Mining: A Review (2021)Utilizing domain knowledge in data-driven process discovery: A literature review (2022)The biggest business process management problems to solve before we die (2023)Conformance checking of processes based on monitoring real behavior (2007)Replaying history on process models for conformance checking and performance analysis (2012)Conformance Checking Approximation Using Simulation (2020)Improving the performance of process discovery algorithms by instance selection (2020)The impact of biased sampling of event logs on the performance of process discovery (2021)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)On the Interplay Between Business Process Management and Internet-of-Things (2024)Fundamentals of Business Process Management (2018)The Internet of Things Meets Business Process Management: A Manifesto (2020)DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs (2023)Digital Twins of Business Processes: A Research Manifesto (2024)Enabling value stream mapping for internal logistics using multidimensional process mining (2019)A Survey on Concept Drift in Process Mining (2021)Process mining for healthcare: Characteristics and challenges (2022)
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References

  • 2016Data quality in internet of things: A state-of-the-art survey377 cited
  • 2015PM$$^2$$: A Process Mining Project Methodology330 cited
  • 2020Event abstraction in process mining: literature review and taxonomy172 cited
  • 2019Extraction, correlation, and abstraction of event data for process mining111 cited
  • 2016The ROAD from Sensor Data to Process Instances via Interaction Mining59 cited
  • 2021Process Model Discovery from Sensor Event Data48 cited
  • 2023An Interactive Method for Detection of Process Activity Executions from IoT Data36 cited
  • 2017Mining Process Model Descriptions of Daily Life Through Event Abstraction31 cited
  • 2020Conformance Checking Approximation Using Subset Selection and Edit Distance30 cited
  • 2016Do activity lifecycles affect the validity of a business rule in a business process?27 cited
  • 2023CvAMoS—Event Abstraction Using Contextual Information20 cited
  • 2020Interactive Process Mining in IoT and Human Behaviour Modelling14 cited
  • 2021An Activity Instance Based Hierarchical Framework for Event Abstraction11 cited
  • 2023Unsupervised Task Recognition from User Interaction Streams9 cited

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