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A window of opportunity: Active window tracking for mining work practices
The field of process mining has evolved from discovering single work processes towards
providing broad insights into peoples' work practices. Existing techniques can be used to …
providing broad insights into peoples' work practices. Existing techniques can be used to …
[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 …
Robotic process automation using process mining—A systematic literature review
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 …
User behavior mining: A research agenda
Studying the behavior of users in software systems has become an essential task for
software vendors who want to mitigate usability problems and identify automation potentials …
software vendors who want to mitigate usability problems and identify automation potentials …
Unsupervised task recognition from user interaction streams
User interaction events can give an accurate picture of tasks executed in a process, since
they capture work performed across applications in a detailed manner. However, such data …
they capture work performed across applications in a detailed manner. However, such data …
[HTML][HTML] Recognizing task-level events from user interaction data
User interaction data comprises events that capture individual actions that a user performs
on their computer. Such events provide detailed records about how users carry out their …
on their computer. Such events provide detailed records about how users carry out their …
Mastering robotic process automation with process mining
Abstract Robotic Process Automation (RPA) is an emerging automation technology that
creates software (SW) robots to partially or fully automate rule-based and repetitive tasks …
creates software (SW) robots to partially or fully automate rule-based and repetitive tasks …
What are you gazing at? An approach to use eye-tracking for robotic process automation
User Interface (UI) logs are crucial in capturing and analyzing user behavior, enabling a
comprehensive understanding of business processes and eventual process automation with …
comprehensive understanding of business processes and eventual process automation with …
What's Behind the Screen? Unveiling UI Hierarchies in Process-Related UI Logs
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 …
General-Purpose User Modeling with Behavioral Logs: A Snapchat Case Study
Learning general-purpose user representations based on user behavioral logs is an
increasingly popular user modeling approach. It benefits from easily available, privacy …
increasingly popular user modeling approach. It benefits from easily available, privacy …