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NLP4PBM: a systematic review on process extraction using natural language processing with rule-based, machine and deep learning methods
16 references·0 citing·49 second hop
NLP4PBM: a systematic review on process extraction using natural language processing with rule-based, machine and deep learning methods (2024)NLP4PBM: a systematic review on process e…Process Modeling with Large Language Models (2024)Process Modeling with Large L…Just Tell Me: Prompt Engineering in Business Process Management (2023)Just Tell Me: Prompt Engineer…The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)The PRISMA 2020 statement: an…Investigating Gender Bias in BERT (2021)Investigating Gender Bias in …Artificial Intelligence in mental health and the biases of language based models (2020)Artificial Intelligence in me…Extracting Declarative Process Models from Natural Language (2019)Extracting Declarative Proces…Process Model Generation from Natural Language Text (2011)Process Model Generation from…Declarative Event-Based Workflow as Distributed Dynamic Condition Response Graphs (2011)Declarative Event-Based Workf…Business process analysis in healthcare environments: A methodology based on process mining (2011)Business process analysis in …Similarity of business process models: Metrics and evaluation (2010)Similarity of business proces…Efficient Consistency Measurement Based on Behavioral Profiles of Process Models (2010)Efficient Consistency Measure…Declarative workflows: Balancing between flexibility and support (2009)Declarative workflows: Balanc…INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS (2007)INTERNATIONAL CONFERENCE ON E…Business Process Management : Concepts, Languages, Architectures (2007)Business Process Management :…Demonstrating Rigor Using Thematic Analysis: A Hybrid Approach of Inductive and Deductive Coding and Theme Development (2006)Demonstrating Rigor Using The…Healthcare Enterprise Process Development and Integration (1999)Healthcare Enterprise Process…THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Workflow mining: discovering process models from event logs (2004)YAWL: yet another workflow language (2004)Behavioral Similarity – A Proper Metric (2011)Human and automatic modularizations of process models to enhance their comprehension (2011)A comparative survey of business process similarity measures (2012)Workflow Patterns (2003)Business process mining: An industrial application (2006)Semantics and analysis of business process models in BPMN (2008)Graph Matching Algorithms for Business Process Model Similarity Search (2009)Enabling Flexibility in Process-Aware Information Systems (2012)Digital transformation and the new logics of business process management (2020)Dependency Syntax: Theory and Practice (1987)ARIS — Business Process Modeling (1999)From Representation to Mediation: A New Agenda for Conceptual Modeling Research in a Digital World (2021)Large Language Models Can Accomplish Business Process Management Tasks (2024)An overview of workflow management: From process modeling to workflow automation infrastructure (1995)Adeptflex—Supporting Dynamic Changes of Workflows Without Losing Control (1998)Knowledge-Intensive Processes: Characteristics, Requirements and Analysis of Contemporary Approaches (2014)Business Process Variability Modeling (2017)Process innovation: reengineering work through information technology (1993)PM$$^2$$: A Process Mining Project Methodology (2015)Time-driven activity-based costing in health care: A systematic review of the literature (2017)Process mining techniques and applications – A systematic mapping study (2019)A Declarative Approach for Flexible Business Processes Management (2006)Declarative Modeling–An Academic Dream or the Future for BPM? (2013)Resolving inconsistencies and redundancies in declarative process models (2016)Recommendations for enhancing the usability and understandability of process mining in healthcare (2020)The phenomenology of the social world (1967)Transforming Qualitative Information: Thematic Analysis and Code Development (1998)Qualitative research & evaluation methods (2002)Document Analysis as a Qualitative Research Method (2009)Developing and Using a Codebook for the Analysis of Interview Data: An Example from a Professional Development Research Project (2010)Thematic Analysis (2017)Language and woman's place (1973)Health Care Disparities (2003)Unequal treatment: confronting racial and ethnic disparities in health care (2003)Commercial Use of Emotion Artificial Intelligence (AI): Implications for Psychiatry (2022)The Algorithmic Divide: A Systematic Review on AI-Driven Racial Disparities in Healthcare (2024)Algorithmic bias in public health AI: a silent threat to equity in low-resource settings (2025)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement. (2009)Global prevalence and burden of depressive and anxiety disorders in 204 countries and territories in 2020 due to the COVID-19 pandemic (2021)PRISMA 2020 explanation and elaboration: updated guidance and exemplars for reporting systematic reviews (2021)PRISMA-S: an extension to the PRISMA Statement for Reporting Literature Searches in Systematic Reviews (2021)Change patterns and change support features – Enhancing flexibility in process-aware information systems (2008)Replaying history on process models for conformance checking and performance analysis (2012)Business Process Management: A Comprehensive Survey (2013)
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References

  • 2021The PRISMA 2020 statement: an updated guideline for reporting systematic reviews107,380 cited
  • 2006Demonstrating Rigor Using Thematic Analysis: A Hybrid Approach of Inductive and Deductive Coding and Theme Development11,797 cited
  • 2007Business Process Management : Concepts, Languages, Architectures1,653 cited
  • 2010Similarity of business process models: Metrics and evaluation611 cited
  • 2009Declarative workflows: Balancing between flexibility and support531 cited
  • 2011Business process analysis in healthcare environments: A methodology based on process mining494 cited
  • 2011Process Model Generation from Natural Language Text258 cited
  • 2011Declarative Event-Based Workflow as Distributed Dynamic Condition Response Graphs206 cited
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  • 2007INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS161 cited
  • 2024Process Modeling with Large Language Models125 cited
  • 1999Healthcare Enterprise Process Development and Integration114 cited
  • 2021Investigating Gender Bias in BERT112 cited
  • 2019

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Extracting Declarative Process Models from Natural Language
81 cited
  • 2023Just Tell Me: Prompt Engineering in Business Process Management69 cited
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