Business process management : 18th International Conference, BPM 2020, Seville, Spain, September 13-18, 2020, Proceedings /: 18th International Conference, BPM 2020, Seville, Spain, September 13-18, 2020, Proceedings. (2020)

• Record Type: Book
• Other Titles: BPM 2020
• Further Information: Note: Dirk Fahland, Chiara Ghidini, Jörg Becker, Marlon Dumas (eds.).
• Other Names: Fahland, Dirk; (Senior research scientist), Ghidini, Chiara; Becker, Jörg; Dumas, Marlon; BPM (Conference), 18th
• Contents: Keynotes -- Process Minding: Closing the Big Data Gap -- Characterizing Machine Learning Processes: A Maturity Framework -- Foundations -- Extending Temporal Business Constraints with Uncertainty -- Petri Nets with Parameterised Data Modelling and Verification -- Socially-Aware Business Process Redesign -- Incentive Alignment of Business Processes -- PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information -- A Framework for Estimating Simplicity of Automatically Discovered Process Models Based on Structural and Behavioral Characteristics -- Online Process Monitoring Using Incremental State-Space Expansion: An Exact Algorithm -- Engineering -- Looking for Meaning: Discovering Action-Response-Effect Patterns in Business Processes -- Extracting Annotations from Textual Descriptions of Processes -- Analyzing Process Concept Drifts Based on Sensor Event Streams During Runtime -- TADE: Stochastic Conformance Checking using Temporal Activity Density Estimation -- Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction -- Exploring Interpretable Predictive Models for Business Processes -- Triggering Proactive Business Process Adaptations via Online Reinforcement Learning -- Video-to-Model: Unsupervised Trace Extraction from Videos for Process Discovery and Conformance Checking in Manual Assembly -- Enhancing Event Log Quality: Detecting and Quantifying Timestamp Imperfections -- Automatic Repair of Same-Timestamp Errors in Business Process Event Logs -- Management -- Explorative Process Design Patterns -- Quo vadis, Business Process Maturity Model? Learning from the Past to Envision the Future -- A typological framework of process improvement project stakeholders -- BP-IT Alignment in SMEs: a Game-based Learning Approach to Increase Stakeholders' Maturity -- Understanding Quality in Declarative Process Modeling Through the Mental Models of Experts -- Adding Intelligent Robots to Business Processes: A Dilemma Analysis of Employees' Attitudes -- How to Keep RPA Maintainable? -- A Consolidated Framework for Implementing Robotic Process Automation Projects -- A Multi Perspective Framework for Enhanced Supply Chain Analytics -- Event Log Generation in a Health System: a Case Study.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2020
• Extent: 1 online resource
• Subjects: 658.0285; Business -- Data processing -- Management -- Congresses; Workflow -- Management -- Congresses; Management information systems -- Congresses; Electronic books
• Languages: English
• ISBNs: 9783030586669; 3030586669
• Related ISBNs: 3030586650; 9783030586652
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