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Bridging Domain Knowledge and Process Discovery Using Large Language Models
14 references·0 citing·38 second hopsampled
Bridging Domain Knowledge and Process Discovery Using Large Language Models (2025)Bridging Domain Knowledge and Process Dis…Process Modeling with Large Language Models (2024)Process Modeling with Large L…Large Language Models Can Accomplish Business Process Management Tasks (2024)Large Language Models Can Acc…Large Language Models for Business Process Management: Opportunities and Challenges (2023)Large Language Models for Bus…Cortado: A dedicated process mining tool for interactive process discovery (2023)Cortado: A dedicated process …Conversational Process Modelling: State of the Art, Applications, and Implications in Practice (2023)Conversational Process Modell…Utilizing domain knowledge in data-driven process discovery: A literature review (2022)Utilizing domain knowledge in…Natural language-based detection of semantic execution anomalies in event logs (2021)Natural language-based detect…Extracting Declarative Process Models from Natural Language (2019)Extracting Declarative Proces…Interactive Data-Driven Process Model Construction (2018)Interactive Data-Driven Proce…Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Automated Discovery of Proces…Impact-Driven Process Model Repair (2016)Impact-Driven Process Model R…PM$$^2$$: A Process Mining Project Methodology (2015)PM$$^2$$: A Process Mining Pr…Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Discovering Block-Structured …Efficient Discovery of Understandable Declarative Process Models from Event Logs (2012)Efficient Discovery of Unders…Workflow mining: discovering process models from event logs (2004)The ProM Framework: A New Era in Process Mining Tool Support (2005)Process Mining Manifesto (2012)Scalable process discovery and conformance checking (2016)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)Monitoring business constraints with the event calculus (2013)Declarative process mining in healthcare (2015)An Eye into the Future: Leveraging A-priori Knowledge in Predictive Business Process Monitoring (2017)Workflow mining: A survey of issues and approaches (2003)Process Mining (2016)Process mining for healthcare: Characteristics and challenges (2022)A Declarative Approach for Flexible Business Processes Management (2006)Declarative workflows: Balancing between flexibility and support (2009)Fundamentals of Business Process Management (2018)Extracting Annotations from Textual Descriptions of Processes (2020)Process bottlenecks identification and its root cause analysis using fusion-based clustering and knowledge graph (2023)Large Process Models: A Vision for Business Process Management in the Age of Generative AI (2024)Process Model Generation from Natural Language Text (2011)Refactoring large process model repositories (2011)Fundamentals of Business Process Management (2013)Efficient LLM-Based Conversational Process Modeling (2025)Evaluating large language models on business process modeling: framework, benchmark, and self-improvement analysis (2025)The Six Core Elements of Business Process Management (2014)A systematic literature review on state-of-the-art deep learning methods for process prediction (2021)Beyond transparency and explainability: on the need for adequate and contextualized user guidelines for LLM use (2024)Conformance checking based on multi-perspective declarative process models (2016)Conversing with business process-aware large language models: the BPLLM framework (2024)PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks (2025)Business Process Model and Notation—BPMN (2014)Digital Twins of Business Processes: A Research Manifesto (2024)Conformance checking of processes based on monitoring real behavior (2007)Enabling value stream mapping for internal logistics using multidimensional process mining (2019)A Survey on Concept Drift in Process Mining (2021)Interactive and Incremental Business Process Model Repair (2017)Scalable Conformance Checking of Business Processes (2017)Conformance Checking: Workflow of Hospitals and Workflow of Open-Source EMRs (2020)
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References

  • 2014Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour458 cited
  • 2018Automated Discovery of Process Models from Event Logs: Review and Benchmark440 cited
  • 2015PM$$^2$$: A Process Mining Project Methodology330 cited
  • 2012Efficient Discovery of Understandable Declarative Process Models from Event Logs162 cited
  • 2024Process Modeling with Large Language Models125 cited
  • 2023Large Language Models for Business Process Management: Opportunities and Challenges120 cited
  • 2024Large Language Models Can Accomplish Business Process Management Tasks118 cited
  • 2019Extracting Declarative Process Models from Natural Language81 cited
  • 2016Impact-Driven Process Model Repair80 cited
  • 2023Conversational Process Modelling: State of the Art, Applications, and Implications in Practice68 cited
  • 2022Utilizing domain knowledge in data-driven process discovery: A literature review64 cited
  • 2021Natural language-based detection of semantic execution anomalies in event logs37 cited
  • 2018Interactive Data-Driven Process Model Construction32 cited
  • 2023Cortado: A dedicated process mining tool for interactive process discovery23 cited

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