Business Process Management: 18th International Conference, Bpm 2020, Seville, Spain, September 13-18, 2020, Proceedings

ISBN-13: 9783030586652 / Angielski / Miękka / 2020 / 524 str.

Dirk Fahland; Chiara Ghidini; Jörg Becker

Spis treści

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.