| Description |
1 online resource (xxv, 474 pages) : illustrations (some color) |
| Series |
Lecture notes in computer science ; 12875 |
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LNCS sublibrary, SL 3, Information systems and applications, incl. internet/web, and HCI |
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Lecture notes in computer science ; 12875.
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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| Contents |
Intro -- Preface -- Organization -- Keynote Abstracts -- What Have the Romans Ever Done for Us? The Ancient Antecedents of Business Process Management -- Artificial Intelligence-based Declarative Process Synthesis for BPM -- Contents -- Keynote Paper -- Process Automation and Process Mining in Manufacturing -- 1 Introduction -- 2 Automating Legacy vs. Automating Greenfield Scenarios in Manufacturing -- 2.1 Automating Legacy Scenarios -- 2.2 Automating Greenfield Scenarios -- 3 The Human Aspect in Process Automation -- 4 Process Mining and Automation: Are They Twins? |
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5 Discussion and Outlook -- References -- Tutorials -- Cognitive Effectiveness of Representations for Process Mining -- 1 Introduction -- 2 Visual Representations for Process Mining -- 3 Cognitive Effectiveness of Process Mining Outputs -- 4 Evaluating Process Mining from a Cognitive Angle -- 5 Conclusion -- References -- RuM: Declarative Process Mining, Distilled -- 1 Introduction -- 2 Declarative Process Mining with RuM -- 3 Considerations About Declarative Process Mining -- 4 Research Opportunities -- References -- Applications of Automated Planning for Business Process Management |
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1 Why Automated Planning for Business Processes? -- 2 Automated Planning for BPM -- 2.1 Automated Generation of Process Models -- 2.2 Trace Alignment -- 2.3 Process Adaptation -- 2.4 Interpretability and Authoring Tools -- 3 Conclusions -- References -- Artifact-Driven Process Monitoring: A Viable Solution to Continuously and Autonomously Monitor Business Processes -- 1 Introduction to Process Monitoring -- 1.1 Challenges in Process Monitoring -- 2 Artifact-Driven Monitoring in a Nutshell -- 2.1 E-GSM Modeling Language -- 2.2 From BPMN to E-GSM |
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2.3 SMARTifact: An Artifact-Driven Monitoring Platform -- References -- Process Discovery -- Weighing the Pros and Cons: Process Discovery with Negative Examples -- 1 Introduction -- 2 Process Notations and Unary Discovery -- 3 Process Discovery as Binary Classification -- 4 Rejection Miners -- 5 Cases with Negative Examples -- 5.1 DCR Solutions: Test-Driven Modelling -- 5.2 Dreyer Foundation: Process Engineering -- 6 Experimental Results -- 6.1 Results -- 7 Conclusion -- References -- A Method for Debugging Process Discovery Pipelines to Analyze the Consistency of Model Properties |
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1 Introduction -- 2 Basic Terminology and Problem Illustration -- 3 Debugging of Process Discovery Pipelines -- 3.1 Sampling the Pipeline -- 3.2 Measuring the Property Consistency for a Single Execution -- 3.3 Analyzing the Property Consistency for the Pipeline -- 4 Experiment -- 4.1 Experimental Design -- 4.2 Results -- 5 Related Work -- 6 Conclusion -- References -- Extracting Decision Models from Textual Descriptions of Processes -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 3.1 Decision Model and Notation (DMN) -- 3.2 Natural Language Processing and Annotation -- 3.3 TRegex |
| Summary |
This volume constitutes the proceedings of the 19th International Conference on Business Process Management, BPM 2021, held in Rome, Italy, in September 2021. The 23 full papers, one keynote paper, and 4 tutorial papers presented in this volume were carefully reviewed and selected from 92 submissions. The papers are organized in topical sections named: foundations, engineering, and management |
| Notes |
Includes author index |
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Online resource; title from PDF title page (SpringerLink, viewed August 31, 2021) |
| Subject |
Business -- Data processing -- Management -- Congresses
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Workflow -- Management -- Congresses
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Management information systems -- Congresses
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Business -- Data processing -- Management
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Management information systems
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Workflow -- Management
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Polyvyanyy, Artem, editor
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Wynn, Moe Thandar, editor
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Looy, Amy van, editor
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Reichert, Manfred (Manfred U.), editor
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| ISBN |
9783030854690 |
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3030854698 |
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