This book constitutes revised papers from the twelve International Workshops held at the 17th International Conference on Business Process Management, BPM 2019, in Vienna, Austria, in September 2019:
- The third International Workshop on Artificial Intelligence for Business Process Management (AI4BPM)
- The third International Workshop on Business Processes Meet Internet-of-Things (BP-Meet-IoT)
- The 15th International Workshop on Business Process Intelligence (BPI)
- The first International Workshop on Business Process Management in the era of Digital Innovation and Transformation (BPMinDIT)
- The 12th International Workshop on Social and Human Aspects of Business Process Management (BPMS2)
- The 7th International Workshop on Declarative, Decision and Hybrid approaches to processes (DEC2H)
- The second International Workshop on Methods for Interpretation of Industrial Event Logs (MIEL)
- The first International Workshop on Process Management in Digital Production (PM-DiPro)
- The second International Workshop on Process-Oriented Data Science for Healthcare (PODS4H)
- The fourth International Workshop on Process Querying (PQ)
- The second International Workshop on Security and Privacy-enhanced Business Process Management (SPBP)
- The first International Workshop on the Value and Quality of Enterprise Modelling (VEnMo)
Each of the workshops discussed research still in progress and focused on aspects of business process management, either a particular technical aspect or a particular application domain. These proceedings present the work that was discussed during the workshops.
Third International Workshop on Artificial Intelligence for Business
Process Management (AI4BPM).-Pushing more AI capabilities into Process Mining
to better deal with low-quality logs.- Research Challenges for Intelligent
Robotic Process Automation.- Description Logic and Specialization for
Structured BPMN.- Utilizing Ontology-Based Reasoning to Support the Execution
of Knowledge-Intensive Processes.- How Cognitive Processes Make Us Smarter.-
Supporting Complaint Management in the Medical Technology Industry by Means
of Deep Learning.- Resource Controllability of Workflows Under Conditional
Uncertainty.- Automated Multi-Perspective Process Generation in the
Manufacturing Domain.- Data-Driven Workflows for Specifying and Executing
Agents in an Environment of Reasoning and RESTful Systems.- The Changing
Roles of Humans and Algorithms in (Process) Matching.- Third International
Workshop on Business Processes Meet Internet-of-Things (BP-Meet-IoT).-
Integrating IoT with BPM to provide Valueto Cattle Farmers in Australia.-
Enabling the Discovery of Manual Processes using a Multi-modal Activity
Recognition Approach.- 15th International Workshop on Business Process
Intelligence (BPI).- Impact-Aware Conformance Checking.- Encoding Conformance
Checking Artefacts in SAT.- Performance Mining for Batch Processing Using the
Performance Spectrum.- LIProMa: Label-Independent Process Matching.- A
Generic Approach for Process Performance Analysis using Bipartite Graph
Matching.- Extracting a collaboration model from VCS logs based on process
mining techniques.- Finding Uniwired Petri Nets Using eST-Miner.- Discovering
Process Models from Uncertain Event Data.- Predictive Process Monitoring in
Operational Logistics: A Case Study in Aviation.- A Survey of Process Mining
Competitions: the BPI Challenges 2011-2018.- First International Workshop on
Business Process Management in the era of Digital Innovation and
Transformation: New Capabilities and Perspectives (BPMinDIT).- The Power
ofthe Ideal Final Result for Identifying Process Optimization Potential.-
Understanding the need for new perspectives on BPM in the digital age: an
empirical analysis.- The Use of Distance Metrics in Managing Business Process
Transfer - An Exploratory Case Study.- 12th International Workshop on Social
and Human Aspects of Business Process Management (BPMS2).- Mining Personal
Service Processes: The Social Perspective.- Supporting ED Process Redesign by
Investigating Human Behaviors.- The Potential of Workarounds for Improving
Processes.- 7th International Workshop on Declarative, Decision and Hybrid
approaches to processes (DEC2H).- Putting Decisions in Perspective.- DMN for
Data Quality Measurement and Assessment.- Modeling Rolling Stock Maintenance
Logistics at Dutch Railways with Declarative Business Artifacts.- Applying
Business Architecture Principles with Domain Specific Ontology to ACM
modelling of Building Construction Projects.- Checking Compliance in
Data-Driven Case Management.- Second International Workshop on Methods for
Interpretation of Industrial Event Logs (MIEL).- Graph Summarization for
Computational Sensemaking on Complex Industrial Event Logs.- Capturing
human-machine interaction events from radio sensors in Industry 4.0
environments.- First International Workshop on Process Management in Digital
Production (PMDiPro).- BPMN and DMN for Easy Customizing of Manufacturing
Execution Systems.- Second International Workshop on Process-Oriented Data
Science for Healthcare (PODS4H).- Analysis and Optimization of a Sepsis
Clinical Pathway using Process Mining.- Understanding Undesired Procedural
Behavior in Surgical Training: the Instructor Perspective.- Towards
Privacy-Preserving Process Mining in Healthcare.- Comparing Process Models
for Patient Populations: Application in Breast Cancer Care.- Evaluating the E
ectiveness of Interactive Process Discovery in Healthcare: A Case Study.-
Developing Process Performance Indicators for Emergency Room Processes.-
Interactive data cleaning for process mining: a case study of an outpatient
clinic's appointment system.- Clinical Guidelines: a crossroad of many
research areas. Challenges and opportunities in Process Mining for
Healthcare.- Predicting outpatient process flows to minimise the cost of
handling returning patients: A case study.- A Data Driven Agent Elicitation
Pipeline for Prediction Models.- A solution framework based on process
mining, optimization and discrete-event simulation to improve queue
performance in an emergency department.- A multi-level approach for
identifying process change in cancer pathways.- Adopting Standard Clinical
Descriptors for Process Mining Case Studies in Healthcare.- Fourth
International Workshop on Process Querying (PQ).- Complex Event Processing
for Event-Based Process Querying.- Storing and Querying Multi-Dimensional
Process Event Logs using Graph Databases.- Second International Workshop on
Security and Privacy-enhanced Business Process Management(SPBP).- A Risk
Management Framework for Compliance of Regulated Services.- A Legal
Interpretation of Choreography Models.- Provenance Holder: Bringing
Provenance, Reproducibility and Trust to Flexible Scientific Workflows and
Choreographies.- Mining Roles From Event Logs While Preserving Privacy.-
Secured and Flexible Blockchain-Based Non-governmental
Identity-Authentication for Sociotechnical Systems Applications.- Extracting
Event Logs for Process Mining from Data Stored on the Blockchain.- A
framework for supply chain traceability based on blockchain tokens.- First
International Workshop on the Value and Quality of Enterprise Modelling
(VEnMo).- Enterprise Modelling of Digital Innovation in Strategies, Services
and Processes.- Measuring business process model reuse in a process
repository.- Anti-Patterns for Process Modeling Problems: An analysis of BPMN
2.0-based tools behavior.
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