Business Process Management Workshops: Bpm 2022 International Workshops, Münster, Germany, September 11-15, 2022, Revised Selected Papers

ISBN-13: 9783031253829 / Angielski / Miękka / 2023 / 336 str.

Cristina Cabanillas; Niels Frederik Garmann-Johnsen; Agnes Koschmider

Opis

This book constitutes revised papers from the International Workshops held at the 20th International Conference on Business Process Management, BPM 2022, in Münster, Germany, during September 11-15, 2022. Papers from the following workshops are included:·         6th International Workshop on Artificial Intelligence for Business Process Management (AI4BPM 2022)·         6th International Workshop on Business Processes Meet Internet-of-Things (BP-Meet-IoT 2022)·         18th International Workshop on Business Process Intelligence (BPI 2022)·         2nd International Workshop on Business Process Management and Routine Dynamics (BPM&RD 2022)·         14th International Workshop on Social and Human Aspects of Business Process Management (BPMS2 2022)  ·       1st International Workshop on Data-Driven Business Process Optimization (BPO 2022) ·         10th International Workshop on DEClarative, DECision and Hybrid approaches to processes (DEC2H 2022) ·         1st International Workshop on Natural Language Processing for Business Process Management (NLP4BPM 2022) Each of the eight workshops focused on particular aspects of business process management. Overall, after a thorough review process, there were 23 full and 3 short papers selected from a total of 51 submissions. Only one of the short papers is included in the proceedings.

Spis treści

6th International Workshop on Artificial Intelligence for Business Process Management (AI4BPM 2022).- Constraints for Process Framing in AI-Augmented BPM.- Transformer Models for Activity Mining in Knowledge-Intensive Processes.- Automated Intelligent Assistance with Explainable Decision Models in Knowledge-Intensive Processes.- The Label Ambiguity Problem in Process Prediction.- 6th International Workshop on Business Processes Meet Internet-of-Things (BP-Meet-IoT 2022).- Assessing the Suitability of Traditional Event Log Standards for IoT-Enhanced Event Logs.- Method to Identify Process Activities by Visualizing Sensor Events.- A Holistic Framework for IoT-Aware Business Processes.- vAMoS: eVent Abstraction via Motifs Search.- 18th International Workshop on Business Process Intelligence (BPI 2022).- Mining for Long-Term Dependencies in Causal Graphs.- What Can Database Query Processing Do for Instance-Spanning Constraints?.- 2nd International Workshop on Business Process Management and Routine Dynamics (BPM&RD 2022).- Effects of Concurrency in Complex Service Organizations: Evidence from Electronic Health Records.- 14th International Workshop on Social and Human Aspects of Business Process Management (BPMS2 2022).- PYP4Training - Ludifying Business Process Training.- On Current Job Market Demands for Process Mining: A Descriptive Analysis of LinkedIn Vacancies.- 1st International Workshop on Data-Driven Business Process Optimization (BPO 2022).- Process Mining Meets Optimization: the Case of the Workshifts Scheduling in Healthcare.- Combining Process Mining and Optimization: A Scheduling Application in Healthcare.- Defining Process Performance Measures in an Object-Centric Context.- 10th International Workshop on DEClarative, DECision and Hybrid approaches to processes (DEC2H 2022).- Design-Time Support for Fragment-Based Case Management.- Process Mining meets Statistical Model Checking: Towards a Novel Approach to Model Validation and Enhancement.- A Systematic Comparison of Case Management Languages.- Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study.- Improving Declarative Process Mining with A Priori Noise Filtering.- 1st International Workshop on Natural Language Processing for Business Process Management (NLP4BPM 2022).- Text-Aware Predictive Process Monitoring with Contextualized Word Embeddings.- PET: An Annotated Dataset for Process Extraction from Natural Language Text Tasks.- Supporting Event Log Extraction Based on Matching.