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Precision and Fitness in Object-Centric Process Mining
16 references·14 citing·34 second hop
Precision and Fitness in Object-Centric Process Mining (2021)Precision and Fitness in Object-Centric P…OCEL: A Standard for Object-Centric Event Logs (2021)OCEL: A Standard for Object-C…Discovering Object-centric Petri Nets (2020)Discovering Object-centric Pe…Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data (2019)Object-Centric Process Mining…Evaluating Conformance Measures in Process Mining Using Conformance Propositions (2019)Evaluating Conformance Measur…The imprecisions of precision measures in process mining (2018)The imprecisions of precision…DB-Nets: On the Marriage of Colored Petri Nets and Relational Databases (2017)DB-Nets: On the Marriage of C…Automatic Discovery of Object-Centric Behavioral Constraint Models (2017)Automatic Discovery of Object…Process Mining (2016)Process MiningDiscovering Interacting Artifacts from ERP Systems (2015)Discovering Interacting Artif…Replaying history on process models for conformance checking and performance analysis (2012)Replaying history on process …Conformance Checking of Interacting Processes with Overlapping Instances (2011)Conformance Checking of Inter…Behavioral Conformance of Artifact-Centric Process Models (2011)Behavioral Conformance of Art…A Fresh Look at Precision in Process Conformance (2010)A Fresh Look at Precision in …Business Artifacts: A Data-centric Approach to Modeling Business Operations and Processes (2009)Business Artifacts: A Data-ce…Conformance checking of processes based on monitoring real behavior (2007)Conformance checking of proce…Workflow Modeling using Proclets (2000)Workflow Modeling using Procl…Discovering Compact, Live and Identifier-Sound Object-Centric Process Models (2024)Discovering Compact, Live and…Detecting Anomalous Events in Object-Centric Business Processes via Graph Neural Networks (2024)Detecting Anomalous Events in…Transforming Event Knowledge Graph to Object-Centric Event Logs: A Comparative Study for Multi-dimensional Process Analysis (2023)Transforming Event Knowledge …Preserving complex object-centric graph structures to improve machine learning tasks in process mining (2023)Preserving complex object-cen…Object-Centric Predictive Process Monitoring (2023)Object-Centric Predictive Pro…Object-Centric Alignments (2023)Object-Centric AlignmentsExplainable concept drift in process mining (2023)Explainable concept drift in …Enhancing Data-Awareness of Object-Centric Event Logs (2023)Enhancing Data-Awareness of O…OPerA: Object-Centric Performance Analysis (2022)OPerA: Object-Centric Perform…ocpa: A Python library for object-centric process analysis (2022)ocpa: A Python library for ob…OC$$\pi $$: Object-Centric Process Insights (2022)OC$$\pi $$: Object-Centric Pr…Object-centric process predictive analytics (2022)Object-centric process predic…Object Type Clustering Using Markov Directly-Follow Multigraph in Object-Centric Process Mining (2022)Object Type Clustering Using …A Framework for Extracting and Encoding Features from Object-Centric Event Data (2022)A Framework for Extracting an…Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Alignment Based Precision Checking (2013)Model repair — aligning process models to reality (2014)PM4Py: A process mining library for Python (2023)Business artifacts: An approach to operational specification (2003)Workflow Patterns (2003)Declarative Event-Based Workflow as Distributed Dynamic Condition Response Graphs (2011)Knowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches (2014)Speech Acts (1969)An overview of workflow management: From process modeling to workflow automation infrastructure (1995)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Towards Object-Aware Process Management Systems: Issues, Challenges, Benefits (2009)Object-Aware Business Processes (2011)Process and Data: Two Sides of the Same Coin? (2012)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Process Mining (2012)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Predicting process behaviour using deep learning (2017)XES, XESame, and ProM 6 (2011)Realizing A Digital Twin of An Organization Using Action-oriented Process Mining (2021)OC-PM: analyzing object-centric event logs and process models (2022)Business Process Management: A Comprehensive Survey (2013)Process mining in healthcare: A literature review (2016)Connecting databases with process mining: a meta model and toolset (2018)Process Mining over Multiple Behavioral Dimensions with Event Knowledge Graphs (2022)Object-Centric Process Mining: Unraveling the Fabric of Real Processes (2023)A practitioner’s guide to process mining: Limitations of the directly-follows graph (2019)Process Mining: A 360 Degree Overview (2022)Hybrid Intelligence: to automate or not to automate, that is the question (2021)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)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
  • 2007Conformance checking of processes based on monitoring real behavior1,119 cited
  • 2012Replaying history on process models for conformance checking and performance analysis738 cited
  • 2009Business Artifacts: A Data-centric Approach to Modeling Business Operations and Processes358 cited
  • 2019Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data227 cited
  • 2010A Fresh Look at Precision in Process Conformance189 cited
  • 2020Discovering Object-centric Petri Nets137 cited
  • 2021OCEL: A Standard for Object-Centric Event Logs109 cited
  • 2015Discovering Interacting Artifacts from ERP Systems101 cited
  • 2000Workflow Modeling using Proclets91 cited
  • 2017DB-Nets: On the Marriage of Colored Petri Nets and Relational Databases69 cited
  • 2018The imprecisions of precision measures in process mining67 cited
  • 2019Evaluating Conformance Measures in Process Mining Using Conformance Propositions61 cited
  • 2011Conformance Checking of Interacting Processes with Overlapping Instances57 cited
  • 2017Automatic Discovery of Object-Centric Behavioral Constraint Models51 cited

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  • 2011Behavioral Conformance of Artifact-Centric Process Models48 cited
  • Cited by

    • 2023Explainable concept drift in process mining41 cited
    • 2022Object-centric process predictive analytics33 cited
    • 2022A Framework for Extracting and Encoding Features from Object-Centric Event Data29 cited
    • 2023Object-Centric Alignments27 cited
    • 2023Preserving complex object-centric graph structures to improve machine learning tasks in process mining26 cited
    • 2023Enhancing Data-Awareness of Object-Centric Event Logs24 cited
    • 2023Transforming Event Knowledge Graph to Object-Centric Event Logs: A Comparative Study for Multi-dimensional Process Analysis24 cited
    • 2022ocpa: A Python library for object-centric process analysis22 cited
    • 2024Detecting Anomalous Events in Object-Centric Business Processes via Graph Neural Networks20 cited
    • 2022Object Type Clustering Using Markov Directly-Follow Multigraph in Object-Centric Process Mining19 cited
    • 2022OPerA: Object-Centric Performance Analysis19 cited
    • 2023Object-Centric Predictive Process Monitoring18 cited
    • 2024Discovering Compact, Live and Identifier-Sound Object-Centric Process Models15 cited
    • 2022OC$$\pi $$: Object-Centric Process Insights15 cited