A window of opportunity: Active window tracking for mining work practices

I Beerepoot, D Barenholz, S Beekhuis… - … on Process Mining …, 2023 - ieeexplore.ieee.org
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 …

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 …

[HTML][HTML] Recognizing task-level events from user interaction data

A Rebmann, H van der Aa - Information Systems, 2024 - Elsevier
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 …

Unsupervised task recognition from user interaction streams

A Rebmann, H van der Aa - International Conference on Advanced …, 2023 - Springer
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 …

Mastering robotic process automation with process mining

S Agostinelli, A Marrella, L Abb, JR Rehse - International Conference on …, 2022 - Springer
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 …

[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 …

User behavior mining: A research agenda

JR Rehse, L Abb, G Berg, C Bormann, T Kampik… - Business & Information …, 2024 - Springer
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 …

Designing and Evaluating General-Purpose User Representations Based on Behavioral Logs from a Measurement Process Perspective: A Case Study with Snapchat

Q Fang, Z Zhou, F Barbieri, Y Liu, L Neves… - arXiv preprint arXiv …, 2023 - arxiv.org
In human-computer interaction, understanding user behaviors and tailoring systems
accordingly is pivotal. To this end, general-purpose user representation learning based on …

A tool-supported method to generate user interface logs

A Martínez Rojas, A Jiménez Ramírez… - … Conference on System …, 2023 - idus.us.es
The rise of robotic process automation (RPA) fuels areas like robotic process mining and
task mining. Although traditional process mining research can exploit a range of resources …

What are you gazing at? An approach to use eye-tracking for robotic process automation

A Martínez-Rojas, HA Reijers… - … Conference on Business …, 2023 - Springer
User Interface (UI) logs are crucial in capturing and analyzing user behavior, enabling a
comprehensive understanding of business processes and eventual process automation with …