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Reading between the Lines: Process Mining on OPC UA Network Data
14 references·0 citing·44 second hop
Reading between the Lines: Process Mining on OPC UA Network Data (2024)Reading between the Lines: Process Mining…DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs (2023)DataStream XES Extension: Emb…An Interactive Method for Detection of Process Activity Executions from IoT Data (2023)An Interactive Method for Det…Shedding light on blind spots – Developing a reference architecture to leverage video data for process mining (2022)Shedding light on blind spots…A Bridging Model for Process Mining and IoT (2022)A Bridging Model for Process …Automated Business Process Discovery from Unstructured Natural-Language Documents (2020)Automated Business Process Di…Technology-Enhanced Process Elicitation of Worker Activities in Manufacturing (2018)Technology-Enhanced Process E…Guided Process Discovery – A pattern-based approach (2018)Guided Process Discovery – A …Discovering Business Processes in CRM Systems by Leveraging Unstructured Text Data (2018)Discovering Business Processe…Process Mining (2016)Process MiningAnalyzing a TCP/IP-Protocol with Process Mining Techniques (2015)Analyzing a TCP/IP-Protocol w…Significance of Scope in Project Success (2013)Significance of Scope in Proj…Process Mining (2011)Process MiningDesign Science in Information Systems Research1 (2004)Design Science in Information…Automating process discovery through event-data analysis (1995)Automating process discovery …The role of project management in achieving project success (1996)Criteria of project success: an exploratory re-examination (1999)The “real” success factors on projects (2002)Exploring factors behind project scope creep – stakeholders’ perspective (2019)Impact of project monitoring and evaluation practices on construction project success criteria in Ghana (2019)Risk factors causing cost overruns in road networks (2022)Software process model evolution in the SPADE environment (1993)A Machine Learning Approach to Workflow Management (2000)Approaching Process Mining with Sequence Clustering: Experiments and Findings (2007)Mining process models with prime invisible tasks (2010)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Replaying history on process models for conformance checking and performance analysis (2012)Process Mining: Data Science in Action (2016)On the Contextualization of Event-Activity Mappings (2019)Conformance Checking: Workflow of Hospitals and Workflow of Open-Source EMRs (2020)Performance analysis and time prediction in manufacturing systems (2020)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)topicmodels : An R Package for Fitting Topic Models (2011)A literature review of the current applications of machine learning and their practical implications (2020)Event Log Construction from Customer Service Conversations Using Natural Language Inference (2021)Getting the Data in Shape for Your Process Mining Analysis: An In-Depth Analysis of the Pre-Analysis Stage (2025)Design and natural science research on information technology (1995)A Design Science Research Methodology for Information Systems Research (2007)Positioning and Presenting Design Science Research for Maximum Impact1 (2013)Advancing Process Audits With Process Mining: A Systematic Review of Trends, Challenges, and Opportunities (2023)Analytics Pipeline for Process Mining on Video Data (2023)Multimodal Process Mining (2024)Information Systems Success: The Quest for the Dependent Variable (1992)The Structure of Scientific Revolutions (1996)The DeLone and McLean Model of Information Systems Success: A Ten-Year Update (2003)Bridging the Qualitative–Quantitative Divide: Guidelines for Conducting Mixed Methods Research in Information Systems1 (2013)Digital Entrepreneurship: Toward a Digital Technology Perspective of Entrepreneurship (2016)Fundamentals of Business Process Management (2018)Event abstraction in process mining: literature review and taxonomy (2020)The Internet of Things Meets Business Process Management: A Manifesto (2020)Digital Twins of Business Processes: A Research Manifesto (2024)On the Interplay Between Business Process Management and Internet-of-Things (2024)A Study Into the Factors That Influence the Understandability of Business Process Models (2010)Outcome-Oriented Predictive Process Monitoring (2019)NICE: The Native IoT-Centric Event Log Model for Process Mining (2024)Process Mining Manifesto (2012)Digital Innovation Management: Reinventing Innovation Management Research in a Digital World (2017)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities (2020)
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References

  • 2004Design Science in Information Systems Research110,671 cited
  • 2016Process Mining2,166 cited
  • 2011Process Mining1,804 cited
  • 1995Automating process discovery through event-data analysis215 cited
  • 2013Significance of Scope in Project Success118 cited
  • 2018Guided Process Discovery – A pattern-based approach61 cited
  • 2022Shedding light on blind spots – Developing a reference architecture to leverage video data for process mining37 cited
  • 2023An Interactive Method for Detection of Process Activity Executions from IoT Data36 cited
  • 2023DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs33 cited
  • 2018Discovering Business Processes in CRM Systems by Leveraging Unstructured Text Data32 cited
  • 2022A Bridging Model for Process Mining and IoT27 cited
  • 2018Technology-Enhanced Process Elicitation of Worker Activities in Manufacturing20 cited
  • 2020Automated Business Process Discovery from Unstructured Natural-Language Documents20 cited
  • 2015Analyzing a TCP/IP-Protocol with Process Mining Techniques11 cited

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