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A Taxonomy for Combining Activity Recognition and Process Discovery in Industrial Environments
4 references·6 citing·41 second hop
A Taxonomy for Combining Activity Recognition and Process Discovery in Industrial Environments (2018)A Taxonomy for Combining Activity Recogni…Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Automated Discovery of Proces…The Internet-of-Things Meets Business Process Management: Mutual Benefits and Challenges (2017)The Internet-of-Things Meets …Process Mining (2016)Process MiningBalanced multi-perspective checking of process conformance (2015)Balanced multi-perspective ch…A systematic literature review on the application of process mining to Industry 4.0 (2024)A systematic literature revie…An Interactive Method for Detection of Process Activity Executions from IoT Data (2023)An Interactive Method for Det…A survey on the application of process discovery techniques to smart spaces data (2023)A survey on the application o…Video-to-Model: Unsupervised Trace Extraction from Videos for Process Discovery and Conformance Checking in Manual Assembly (2020)Video-to-Model: Unsupervised …User-Centered and Privacy-Driven Process Mining System Design for IoT (2019)User-Centered and Privacy-Dri…Enabling the Discovery of Manual Processes Using a Multi-modal Activity Recognition Approach (2019)Enabling the Discovery of Man…Conformance checking of processes based on monitoring real behavior (2007)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Conformance checking based on multi-perspective declarative process models (2016)Extraction, correlation, and abstraction of event data for process mining (2019)Machine Learning in Business Process Monitoring: A Comparison of Deep Learning and Classical Approaches Used for Outcome Prediction (2020)Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Split miner: automated discovery of accurate and simple business process models from event logs (2018)A systematic literature review on state-of-the-art deep learning methods for process prediction (2021)Process mining for healthcare: Characteristics and challenges (2022)Privacy Design Strategies (2014)PM$$^2$$: A Process Mining Project Methodology (2015)6th SGEM International Multidisciplinary Scientific Conferences on SOCIAL SCIENCES and ARTS Proceedings, Modern Science (2019)Detecting Privacy, Data and Control-Flow Deviations in Business Processes (2021)Workflow Patterns (2003)Design science in information systems research (2004)Design Science in Information Systems Research1 (2004)Business Process Management Workshops (2019)Event Log Construction from Customer Service Conversations Using Natural Language Inference (2021)Process mining on sensor data: a review of related works (2025)Conformance Checking Using Cost-Based Fitness Analysis (2011)Process Mining Manifesto (2012)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Analytics Pipeline for Process Mining on Video Data (2023)Getting the Data in Shape for Your Process Mining Analysis: An In-Depth Analysis of the Pre-Analysis Stage (2025)Fundamentals of Business Process Management (2018)Event abstraction in process mining: literature review and taxonomy (2020)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)On the Interplay Between Business Process Management and Internet-of-Things (2024)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Flexible Heuristics Miner (FHM) (2011)Fundamentals of Business Process Management (2013)Organizing knowledge syntheses: A taxonomy of literature reviews (1988)Context-Aware BPM Using IoT-Integrated Context Ontologies and IoT-Enhanced Decision Models (2019)IoT meets BPM: a bidirectional communication architecture for IoT-aware process execution (2020)Modeling of IoT devices in Business Processes: A Systematic Mapping Study (2020)Outcome-Oriented Predictive Process Monitoring (2019)Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities (2020)
this work references cited by second hop

References

  • 2016Process Mining2,166 cited
  • 2018Automated Discovery of Process Models from Event Logs: Review and Benchmark440 cited
  • 2015Balanced multi-perspective checking of process conformance222 cited
  • 2017The Internet-of-Things Meets Business Process Management: Mutual Benefits and Challenges61 cited

Cited by

  • 2023An Interactive Method for Detection of Process Activity Executions from IoT Data36 cited
  • 2019User-Centered and Privacy-Driven Process Mining System Design for IoT33 cited
  • 2019Enabling the Discovery of Manual Processes Using a Multi-modal Activity Recognition Approach27 cited
  • 2020Video-to-Model: Unsupervised Trace Extraction from Videos for Process Discovery and Conformance Checking in Manual Assembly24 cited
  • 2024A systematic literature review on the application of process mining to Industry 4.019 cited
  • 2023A survey on the application of process discovery techniques to smart spaces data17 cited

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