Full Description
This book constitutes revised papers from the eight International Workshops held at the 16th International Conference on Business Process Management, BPM 2018, in Sydney, Australia, in September 2018:
BPI 2018: 14th International Workshop on Business Process Intelligence;
BPMS2 2018: 11th Workshop on Social and Human Aspects of Business Process Management;-
PODS4H 2018: 1st International Workshop on Process-Oriented Data Science for Healthcare;
AI4BPM 2018: 1st International Workshop on Artificial Intelligence for Business Process Management;
CCBPM 2018: 1st International Workshop on Emerging Computing Paradigms and Context in Business Process Management;
BP-Meet-IoT / PQ 2018: Joint Business Processes Meet the Internet-of-Things and Process Querying Workshop;
DeHMiMoP 2018: 1st Declarative/Decision/Hybrid Mining and Modelling for Business Processes Workshop;
REBM /EdForum 2018: Joint Requirements Engineering and Business Process Management Workshop and Education Forum
The 45 full papers presented in this volume were carefully reviewed and selected from 90 submissions.
Contents
Fourteenth International Workshop on Business Process Intelligence (BPI).- Clustering Business Process Activities for Identifying Reference Model Components.- Multi-Instance Mining: Discovering Synchronisation in Artifact-Centric Processes.- Improving merging conditions for recomposing conformance checking.- Efficiently Computing Alignments.- Understanding automated feedback in learning processes by mining local patterns.- Eleventh Workshop on Social and Human Aspects of Business Process Management (BPMS2).- Social Technology Affordances for Business Process Improvement.- Social Business Process Management (SBPM) Critical Success Factors (CSF).- Enabling Co-Creation in Product Design Processes using 3D-Printing Processes.- Evaluation of WfMC Awards for Case Management: Features, Knowledge Workers, Systems.- Investigating the trade-off between the effectiveness and efficiency of process modeling.- The Repercussions of Business Process Modeling Notations on Mental Load and Mental Effort.- First International Workshop on Process-Oriented Data Science for Healthcare (PODS4H).- Expectations from a Process Mining Dashboard in Operating Rooms with Analytic Hierarchy Process.- Tailored Process Feedback through Process Mining for Surgical Procedures in Medical Training: the Central Venous Catheter case.- An Application of Process Mining in the Context of Melanoma Surveillance using Time Boxing.- Characterization of drug use patterns using process mining and temporal abstraction digital phenotyping.- Pre-hospital Retrieval and Transport of Road Trauma Patients in Queensland.- Analyzing Medical Emergency Processes with Process Mining: The Stroke Case.- Using indoor location system data to enhance the quality of healthcare event logs: opportunities and challenges.- The ClearPath Method for Care Pathway Process Mining and Simulation.- Analysis of Emergency Room Episodes Duration through Process Mining.- First International Workshop on Artificial Intelligence for Business Process Management (AI4BPM).- Enhancing Process Data in Manual Assembly Workflows.- Modeling Uncertainty in Declarative Artifact-Centric Process Models.- Extracting workflows from natural language documents: A first step.- DCR Event-reachability via Genetic Algorithms.- Classifying Process Instances Using Recurrent Neural Networks.- Leveraging Regression Algorithms for Predicting Process Performance using Goal Alignments.- First International Workshop on Emerging Computing Paradigms and Context in Business Process Management (CCBPM).-
Improved Particle Swarm Optimization based Workflow Scheduling in Cloud-fog Environment.- An Efficient Algorithm for Runtime Minimum Cost Data Storage and Regeneration for Business Process Management in Multiple Clouds.- A Lean Architecture for Blockchain Based Decentralized Process Execution.- Mining Product Relationships for Recommendation Based on Cloud Service Data.- SmartCrowd: A Workow Framework for Complex Crowdsourcing Tasks.- Third International Workshop on Process Querying (PQ 2018).- Checking Business Process Models for Compliance - Comparing Graph Matching and Temporal Logic.- From Complexity to Insight: Querying Large Business Process Models to Improve Quality.- Second International Workshop on BP-meet-IoT (BP-meet-IoT 2018).- Retrofitting of Workflow Management Systems with Self-X Capabilities for Internet of Things.- On the Contextualization of Event-Activity Mappings.- A Classification Framework for IoT Scenarios.- First Declarative/Decision/Hybrid Mining and Modelling for Business Processes (DeHMiMoP).- Evaluating The Understandability of Hybrid Process Model Representations Using Eye Tracking: First Insights.- A Framework to Evaluate and Compare Decision-Mining Techniques.- Compliance Checking for Decision-Aware Process Models.- Towards Automated Process Modeling based on BPMN Diagram Composition.- Measuring the Complexity of DMN Decision Models.- Joint Requirements Engineering and Business Process Management Workshop / Education Forum (REBPM / EdForum).- Process Weakness Patterns for the Identification of Digitalization Potentials in Business Processes.- From requirements to data analytics process: An ontology-based approach.
