AI-augmented business process management systems: a research manifesto
AI-augmented Business Process Management Systems (ABPMSs) are an emerging class of
process-aware information systems, empowered by trustworthy AI technology. An ABPMS …
process-aware information systems, empowered by trustworthy AI technology. An ABPMS …
Robotic process automation using process mining—A systematic literature review
NM El-Gharib, D Amyot - Data & Knowledge Engineering, 2023 - Elsevier
Process mining (PM) aims to construct, from event logs, process maps that can help
discover, automate, improve, and monitor organizational processes. Robotic process …
discover, automate, improve, and monitor organizational processes. Robotic process …
[HTML][HTML] Process-related user interaction logs: State of the art, reference model, and object-centric implementation
L Abb, JR Rehse - Information Systems, 2024 - Elsevier
User interaction (UI) logs are high-resolution event logs that record low-level activities
performed by a user during the execution of a task in an information system. Each event in …
performed by a user during the execution of a task in an information system. Each event in …
A reference data model for process-related user interaction logs
L Abb, JR Rehse - International Conference on Business Process …, 2022 - Springer
User interaction (UI) logs are high-resolution event logs that record low-level activities
performed by a user during the execution of a task in an information system. Each event in a …
performed by a user during the execution of a task in an information system. Each event in a …
[PDF][PDF] Robotic Process Mining.
User interaction logs allow us to analyze the execution of tasks in a business process at a
finer level of granularity than event logs extracted from enterprise systems. The fine-grained …
finer level of granularity than event logs extracted from enterprise systems. The fine-grained …
Aggregating event knowledge graphs for task analysis
EL Klijn, F Mannhardt, D Fahland - International Conference on Process …, 2022 - Springer
Aggregation of event data is a key operation in process mining for revealing behavioral
features of processes for analysis. It has primarily been studied over sequences of events in …
features of processes for analysis. It has primarily been studied over sequences of events in …
Use of FURIA for improving task mining
Companies that use robotic process automation very often deal with the problem of selecting
a suitable process for automation. Manual selection of a suitable process is very time …
a suitable process for automation. Manual selection of a suitable process is very time …
Best practices for business process automation description–a case study
C Silvares, H São Mamede, J Costa - Enterprise Information …, 2024 - Taylor & Francis
Organizations in competitive, regulated environments must enhance business processes for
efficiency, quality, and compliance while minimizing risks and costs. Process automation …
efficiency, quality, and compliance while minimizing risks and costs. Process automation …
What's Behind the Screen? Unveiling UI Hierarchies in Process-Related UI Logs
A Martínez-Rojas, A Rodríguez-Ruíz… - … Conference on Business …, 2024 - Springer
Abstract Robotic Process Mining (RPM) leverages User Interface (UI) logs as a source of
information to analyze the processes to be automated. These UI logs record user …
information to analyze the processes to be automated. These UI logs record user …
A Review of Data-driven Robotic Process Automation Exploiting Process Mining
NM El-Gharib, D Amyot - arXiv preprint arXiv:2204.00751, 2022 - arxiv.org
Purpose: Process mining aims to construct, from event logs, process maps that can help
discover, automate, improve, and monitor organizational processes. Robotic process …
discover, automate, improve, and monitor organizational processes. Robotic process …