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.
Series
Edition
Language
Place of publication
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
53 s/w Abbildungen, 81 farbige Abbildungen
IX, 336 p. 134 illus., 81 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 19 mm
Weight
ISBN-13
978-3-031-25382-9 (9783031253829)
DOI
10.1007/978-3-031-25383-6
Schweitzer Classification
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.
