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Automatically Generating BPMN 2.0 Process Models from Natural Language Process Descriptions: Challenges, Framework, Quality Assessment
14 references·0 citing·46 second hop
Automatically Generating BPMN 2.0 Process Models from Natural Language Process Descriptions: Challenges, Framework, Quality Assessment (2026)Automatically Generating BPMN 2.0 Process…Process Modeling with Large Language Models (2024)Process Modeling with Large L…Conversing with business process-aware large language models: the BPLLM framework (2024)Conversing with business proc…From text to visual BPMN process models (2020)From text to visual BPMN proc…Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data (2019)Object-Centric Process Mining…Fundamentals of Business Process Management (2018)Fundamentals of Business Proc…DALEC: a framework for the systematic evaluation of data-centric approaches to process management software (2018)DALEC: a framework for the sy…Quality in Business Process Modeling (2016)Quality in Business Process M…Declarative Process Modeling in BPMN (2015)Declarative Process Modeling …Declarative Modeling–An Academic Dream or the Future for BPM? (2013)Declarative Modeling–An Acade…Process Model Generation from Natural Language Text (2011)Process Model Generation from…Integrating Users in Object-Aware Process Management Systems: Issues and Challenges (2010)Integrating Users in Object-A…A meta-analysis of the technology acceptance model (2006)A meta-analysis of the techno…Cognitive Load Theory and Instructional Design: Recent Developments (2003)Cognitive Load Theory and Ins…Cognitive load theory, learning difficulty, and instructional design (1994)Cognitive load theory, learni…Dependency Syntax: Theory and Practice (1987)ARIS — Business Process Modeling (1999)Similarity of business process models: Metrics and evaluation (2010)On the refactoring of activity labels in business process models (2012)Large Language Models Can Accomplish Business Process Management Tasks (2024)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1956)Cognitive Load During Problem Solving: Effects on Learning (1988)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1994)Element Interactivity and Intrinsic, Extraneous, and Germane Cognitive Load (2010)The ICAP Framework: Linking Cognitive Engagement to Active Learning Outcomes (2014)Cognitive Architecture and Instructional Design: 20 Years Later (2019)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)A power primer. (1992)User Acceptance of Information Technology: Toward A Unified View1 (2003)The Technology Acceptance Model: Its past and its future in health care (2009)Technology acceptance model: a literature review from 1986 to 2013 (2014)Re-examining the Unified Theory of Acceptance and Use of Technology (UTAUT): Towards a Revised Theoretical Model (2017)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Understanding Declare models: strategies, pitfalls, empirical results (2014)Toward an execution system for self-healing workflows in cyber-physical systems (2016)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Workflow Patterns (2003)Workflow mining: discovering process models from event logs (2004)A practitioner’s guide to process mining: Limitations of the directly-follows graph (2019)Process Mining: A 360 Degree Overview (2022)PM4Py: A process mining library for Python (2023)Business Process Model and Notation—BPMN (2014)Digital Twins of Business Processes: A Research Manifesto (2024)Evaluating large language models on business process modeling: framework, benchmark, and self-improvement analysis (2025)PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks (2025)DECLARE: Full Support for Loosely-Structured Processes (2007)Semantics and analysis of business process models in BPMN (2008)Declarative workflows: Balancing between flexibility and support (2009)Business process flexibility - a systematic literature review with a software systems perspective (2016)Declarative and Hybrid Process Discovery: Recent Advances and Open Challenges (2020)Large Process Models: A Vision for Business Process Management in the Age of Generative AI (2024)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)Cognitive Load Theory and Complex Learning: Recent Developments and Future Directions (2005)Interactive Multimodal Learning Environments (2007)Focus on Formative Feedback (2008)How to improve the assessment of BPM maturity in the era of digital transformation (2021)Defining gaze patterns for process model literacy – Exploring visual routines in process models with diverse mappings (2022)Complexity in declarative process models: Metrics and multi-modal assessment of cognitive load (2023)
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References

  • 1994Cognitive load theory, learning difficulty, and instructional design3,815 cited
  • 2003Cognitive Load Theory and Instructional Design: Recent Developments3,025 cited
  • 2006A meta-analysis of the technology acceptance model2,903 cited
  • 2018Fundamentals of Business Process Management1,831 cited
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  • 2019Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data227 cited
  • 2024Process Modeling with Large Language Models125 cited
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  • 2018DALEC: a framework for the systematic evaluation of data-centric approaches to process management software67 cited
  • 2010Integrating Users in Object-Aware Process Management Systems: Issues and Challenges54 cited
  • 2024Conversing with business process-aware large language models: the BPLLM framework47 cited
  • 2020From text to visual BPMN process models38 cited

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