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- ArticleJune 2024
A Context-Aware Framework to Support Decision-Making in Production Planning
- Simone Agostinelli,
- Dario Benvenuti,
- Angelo Casciani,
- Francesca De Luzi,
- Matteo Marinacci,
- Andrea Marrella,
- Jacopo Rossi
AbstractIn the scope of Industry 4.0, this paper showcases the design and implementation of a context-aware decision-making framework that simulates the production planning of manufacturing activities by incorporating techniques from Process Mining, ...
- research-articleMarch 2023
Process mining meets model learning: Discovering deterministic finite state automata from event logs for business process analysis
AbstractWithin the process mining field, Deterministic Finite State Automata (DFAs) are largely employed as foundation mechanisms to perform formal reasoning tasks over the information contained in the event logs, such as conformance checking, ...
Highlights- Deterministic Finite State Automata (DFAs) are employed to perform formal reasoning tasks in Process Mining.
- research-articleNovember 2022
Reactive synthesis of software robots in RPA from user interface logs
AbstractRobotic Process Automation (RPA) is an emerging technology in the field of Business Process Management (BPM) that enables the automation of intensive repetitive tasks (or simply routines). RPA solutions access the user interface (UI) ...
Highlights- RPA tools enable to automate routine work employing SW robots.
- SmartRPA ...
- ArticleSeptember 2022
Mastering Robotic Process Automation with Process Mining
AbstractRobotic Process Automation (RPA) is an emerging automation technology that creates software (SW) robots to partially or fully automate rule-based and repetitive tasks (aka routines) previously performed by human users in their applications’ user ...
- ArticleNovember 2021
Interactive Segmentation of User Interface Logs
AbstractRobotic Process Automation (RPA) is an emerging technology that relies on software (SW) robots to automate intensive and repetitive tasks (i.e., routines) performed by human users on the application’s User Interface (UI) of their computer systems. ...