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Using Large Language Models to Generate Process Knowledge from Enterprise Content
16 references·1 citing·51 second hop
Using Large Language Models to Generate Process Knowledge from Enterprise Content (2025)Using Large Language Models to Generate P…Large Language Models Can Accomplish Business Process Management Tasks (2024)Large Language Models Can Acc…Quantifying chatbots’ ability to learn business processes (2023)Quantifying chatbots’ ability…ProcessGPT: Transforming Business Process Management with Generative Artificial Intelligence (2023)ProcessGPT: Transforming Busi…Large Language Models for Business Process Management: Opportunities and Challenges (2023)Large Language Models for Bus…Artificial muses: Generative artificial intelligence chatbots have risen to human-level creativity (2023)Artificial muses: Generative …AI-augmented Business Process Management Systems: A Research Manifesto (2023)AI-augmented Business Process…Shedding light on blind spots – Developing a reference architecture to leverage video data for process mining (2022)Shedding light on blind spots…Trustworthy human-AI partnerships (2021)Trustworthy human-AI partners…Seven Paradoxes of Business Process Management in a Hyper-Connected World (2020)Seven Paradoxes of Business P…The DSR grid: six core dimensions for effectively planning and communicating design science research projects (2019)The DSR grid: six core dimens…Exploring cognitive style and task-specific preferences for process representations (2014)Exploring cognitive style and…Generating Natural Language Texts from Business Process Models (2012)Generating Natural Language T…Factors of process model comprehension—Findings from a series of experiments (2012)Factors of process model comp…Process Model Generation from Natural Language Text (2011)Process Model Generation from…What Makes Process Models Understandable? (2007)What Makes Process Models Und…Design Science in Information Systems Research1 (2004)Design Science in Information…Explaining process dynamics: a Process Mining Context Taxonomy for sense-making (2025)Explaining process dynamics: …Rank Correlation Methods. 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The challenges of generative artificial intelligence for public administrations (2024)Social psychology of creativity: A consensual assessment technique. (1982)Guidelines, criteria, and rules of thumb for evaluating normed and standardized assessment instruments in psychology. (1994)The Standard Definition of Creativity (2012)AI and Its Impact on Creativity and Diversity: An Empirical Study of LLM-Generated Product Ideas (2023)Who is better in project planning?Generative artificial intelligence or project managers? (2023)An empirical investigation of the impact of ChatGPT on creativity (2024)Conformance checking based on multi-perspective declarative process models (2016)Conversing with business process-aware large language models: the BPLLM framework (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)
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References

  • 2004Design Science in Information Systems Research110,671 cited
  • 2007What Makes Process Models Understandable?310 cited
  • 2011Process Model Generation from Natural Language Text258 cited
  • 2023Artificial muses: Generative artificial intelligence chatbots have risen to human-level creativity233 cited
  • 2012Factors of process model comprehension—Findings from a series of experiments160 cited
  • 2023AI-augmented Business Process Management Systems: A Research Manifesto155 cited
  • 2023Large Language Models for Business Process Management: Opportunities and Challenges120 cited
  • 2024Large Language Models Can Accomplish Business Process Management Tasks118 cited
  • 2019The DSR grid: six core dimensions for effectively planning and communicating design science research projects117 cited
  • 2023ProcessGPT: Transforming Business Process Management with Generative Artificial Intelligence90 cited
  • 2020Seven Paradoxes of Business Process Management in a Hyper-Connected World89 cited
  • 2021Trustworthy human-AI partnerships73 cited
  • 2012Generating Natural Language Texts from Business Process Models64 cited
  • 2014Exploring cognitive style and task-specific preferences for process representations51 cited
  • 2023

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Quantifying chatbots’ ability to learn business processes
40 cited
  • 2022Shedding light on blind spots – Developing a reference architecture to leverage video data for process mining37 cited
  • Cited by

    • 2025Explaining process dynamics: a Process Mining Context Taxonomy for sense-making10 cited