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Cognitive Complexity in Business Process Modeling
15 references·16 citing·41 second hop
Cognitive Complexity in Business Process Modeling (2011)Cognitive Complexity in Business Process …Syntax highlighting in business process models (2011)Syntax highlighting in busine…Analysing the Cognitive Effectiveness of the BPMN 2.0 Visual Notation (2011)Analysing the Cognitive Effec…Measurement in business processes: a systematic review (2010)Measurement in business proce…A Study Into the Factors That Influence the Understandability of Business Process Models (2010)A Study Into the Factors That…The refined process structure tree (2009)The refined process structure…Modularity in Process Models: Review and Effects (2008)Modularity in Process Models:…Metrics for Process Models : Empirical Foundations of Verification, Error Prediction, and Guidelines for Correctness (2008)Metrics for Process Models : …Influence Factors of Understanding Business Process Models (2008)Influence Factors of Understa…Business Process Management Workshops (2008)Business Process Management W…What Makes Process Models Understandable? (2007)What Makes Process Models Und…Understanding the Occurrence of Errors in Process Models Based on Metrics (2007)Understanding the Occurrence …Complexity metrics for business process models (2006)Complexity metrics for busine…Cognitive load theory: implications of cognitive load theory on the design of learning (2002)Cognitive load theory: implic…Cognitive load theory, learning difficulty, and instructional design (1994)Cognitive load theory, learni…Cognitive Load During Problem Solving: Effects on Learning (1988)Cognitive Load During Problem…Complexity in declarative process models: Metrics and multi-modal assessment of cognitive load (2023)Complexity in declarative pro…A systematic literature review of process modeling guidelines and their empirical support (2020)A systematic literature revie…Utilizing the Capabilities Offered by Eye-Tracking to Foster Novices’ Comprehension of Business Process Models (2018)Utilizing the Capabilities Of…Using Insights from Cognitive Neuroscience to Investigate the Effects of Event-Driven Process Chains on Process Model Comprehension (2018)Using Insights from Cognitive…Discovering hidden dependencies in constraint-based declarative process models for improving understandability (2018)Discovering hidden dependenci…Cognitive Insights into Business Process Model Comprehension: Preliminary Results for Experienced and Inexperienced Individuals (2017)Cognitive Insights into Busin…Task-specific visual cues for improving process model understanding (2016)Task-specific visual cues for…Obfuscating a Business Process by Splitting Its Logic with Fake Fragments for Securing a Multi-cloud Deployment (2016)Obfuscating a Business Proces…Pragmatic Guidelines for Business Process Modeling (2015)Pragmatic Guidelines for Busi…An Experiment on Process Model Understandability Using Textual Work Instructions and BPMN Models (2015)An Experiment on Process Mode…ON THE THEORETICAL FOUNDATIONS OF RESEARCH INTO THE UNDERSTANDABILITY OF BUSINESS PROCESS MODELS (2014)ON THE THEORETICAL FOUNDATION…Eye-Tracking the Factors of Process Model Comprehension Tasks (2013)Eye-Tracking the Factors of P…Configuration vs. adaptation for business process variant maintenance: An empirical study (2013)Configuration vs. adaptation …A Qualitative Comparison of Approaches Supporting Business Process Variability (2013)A Qualitative Comparison of A…Quality of Business Process Models (2012)Quality of Business Process M…Towards Understanding Process Modeling – The Case of the BPM Academic Initiative (2011)Towards Understanding Process…THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Workflow Patterns (2003)YAWL: yet another workflow language (2004)Quality metrics for business process models (2007)The ProM Framework: A New Era in Process Mining Tool Support (2005)Essentials of research design and methodology (2006)Trace Clustering Based on Conserved Patterns: Towards Achieving Better Process Models (2010)Analysis on demand: Instantaneous soundness checking of industrial business process models (2011)Rank Correlation Methods. (1957)Guidelines of Business Process Modeling (2000)Workflow Verification: Finding Control-Flow Errors Using Petri-Net-Based Techniques (2000)Refactoring large process model repositories (2011)Analyzing process models using graph reduction techniques (2000)On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery (2012)Quality Dimensions in Process Discovery: The Importance of Fitness, Precision, Generalization and Simplicity (2014)How We Think (1910)Perception in chess (1973)Toward a Theory of Situation Awareness in Dynamic Systems (1995)Cognitive Architecture and Instructional Design (1998)THE ACT OF DISCOVERY (2006)Why Minimal Guidance During Instruction Does Not Work: An Analysis of the Failure of Constructivist, Discovery, Problem-Based, Experiential, and Inquiry-Based Teaching (2006)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1956)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)THE MIND'S EYE IN CHESS (1973)EXPERT AND EXCEPTIONAL PERFORMANCE: Evidence of Maximal Adaptation to Task Constraints (1996)Research Methods in Education (2007)Making sense of business process descriptions: An experimental comparison of graphical and textual notations (2011)Factors of process model comprehension—Findings from a series of experiments (2012)Comprehension of Procedural Visual Business Process Models (2017)Working Memory (1974)Cognitive load in hypertext reading: A review (2005)Visual representations in science education: The influence of prior knowledge and cognitive load theory on instructional design principles (2006)From Cognitive Load Theory to Collaborative Cognitive Load Theory (2018)Activity labeling in process modeling: Empirical insights and recommendations (2009)Split miner: automated discovery of accurate and simple business process models from event logs (2018)Modeling Control Objectives for Business Process Compliance (2007)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)
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References

  • 1988Cognitive Load During Problem Solving: Effects on Learning10,975 cited
  • 1994Cognitive load theory, learning difficulty, and instructional design3,815 cited
  • 2002Cognitive load theory: implications of cognitive load theory on the design of learning916 cited
  • 2008Business Process Management Workshops761 cited
  • 2007What Makes Process Models Understandable?310 cited
  • 2009The refined process structure tree306 cited
  • 2008Metrics for Process Models : Empirical Foundations of Verification, Error Prediction, and Guidelines for Correctness284 cited
  • 2010A Study Into the Factors That Influence the Understandability of Business Process Models276 cited
  • 2006Complexity metrics for business process models202 cited
  • 2007Understanding the Occurrence of Errors in Process Models Based on Metrics150 cited
  • 2010Measurement in business processes: a systematic review147 cited
  • 2008Modularity in Process Models: Review and Effects145 cited
  • 2011Analysing the Cognitive Effectiveness of the BPMN 2.0 Visual Notation141 cited
  • 2008Influence Factors of Understanding Business Process Models113 cited
  • 2011Syntax highlighting in business process models99 cited

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Cited by

  • 2013Eye-Tracking the Factors of Process Model Comprehension Tasks55 cited
  • 2011Towards Understanding Process Modeling – The Case of the BPM Academic Initiative48 cited
  • 2016Task-specific visual cues for improving process model understanding45 cited
  • 2013Configuration vs. adaptation for business process variant maintenance: An empirical study39 cited
  • 2023Complexity in declarative process models: Metrics and multi-modal assessment of cognitive load37 cited
  • 2020A systematic literature review of process modeling guidelines and their empirical support34 cited
  • 2012Quality of Business Process Models34 cited
  • 2017Cognitive Insights into Business Process Model Comprehension: Preliminary Results for Experienced and Inexperienced Individuals26 cited
  • 2018Discovering hidden dependencies in constraint-based declarative process models for improving understandability26 cited
  • 2014ON THE THEORETICAL FOUNDATIONS OF RESEARCH INTO THE UNDERSTANDABILITY OF BUSINESS PROCESS MODELS22 cited
  • 2013A Qualitative Comparison of Approaches Supporting Business Process Variability21 cited
  • 2015An Experiment on Process Model Understandability Using Textual Work Instructions and BPMN Models21 cited
  • 2018Using Insights from Cognitive Neuroscience to Investigate the Effects of Event-Driven Process Chains on Process Model Comprehension20 cited
  • 2016Obfuscating a Business Process by Splitting Its Logic with Fake Fragments for Securing a Multi-cloud Deployment19 cited
  • 2018Utilizing the Capabilities Offered by Eye-Tracking to Foster Novices’ Comprehension of Business Process Models18 cited
  • 2015Pragmatic Guidelines for Business Process Modeling18 cited