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A Unified Framework for Automated Testing of Robotic Process Automation Workflows Using Symbolic and Concolic Analysis †

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Vydáno v:Machines vol. 13, no. 6 (2025), p. 504-532
Hlavní autor: Paduraru Ciprian
Další autoři: Cernat Marina, Staicu Adelina-Nicoleta
Vydáno:
MDPI AG
Témata:
User interface
Software
Information systems
Program verification (computers)
Best practice
Methods
User interfaces
Automation
Hypotheses
Large language models
Robotics
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Abstrakt:Robotic Process Automation is a technology that replicates human interactions with user interfaces across various applications. However, testing Robotic Process Automation implementations remains challenging due to the dynamic nature of workflows. This paper presents a novel testing framework that first integrates symbolic execution and concolic testing strategies to enhance Robotic Process Automation workflow validation. Building on insights from these methods, we introduce a hybrid approach that optimizes test coverage and efficiency in specific cases. Our open-source implementation demonstrates that automated testing in the Robotic Process Automation domain significantly improves coverage, reduces manual effort, and enhances reliability. Furthermore, the proposed solution supports multiple Robotic Process Automation platforms and aligns with industry best practices for user interface automation testing. Experimental evaluation, conducted in collaboration with industry, validates the effectiveness of our approach.
ISSN:2075-1702
DOI:10.3390/machines13060504
Zdroj:Engineering Database