RPA Testing Using Symbolic Execution

Ciprian Paduraru; Marina Cernat; Adelina-Nicoleta Staicu

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Paper

RPA Testing Using Symbolic Execution

Topics: Application Software; Testing and Testability

In Proceedings of the 18th International Conference on Software Technologies ICSOFT - Volume 1, 269-275, 2023 , Rome, Italy

Authors: Ciprian Paduraru ; Marina Cernat and Adelina-Nicoleta Staicu

Affiliation: Department of Computer Science, University of Bucharest, Romania

Keyword(s): RPA, Testing, Symbolic Execution, Test Generation.

Abstract: The goal of Robotic Process Automation (RPA) technology is to identify patterns in repetitive processes that can be automated in enterprise workflows, and to create intelligent agents that can repeat those processes contextually and without human effort. However, as the technology has evolved considerably in terms of model complexity, data inputs, and output dimensionality, preserving the quality of the building blocks of the operations is a difficult task. We identified that there is a gap in testing methods and tools capable of efficiently testing RPA workflows. In this paper, we therefore propose to address this gap by using symbolic execution as a starting point. We focus on both the methodology and algorithms required to transfer existing research in symbolic execution to the RPA domain, propose a tool that can be used by researchers and industry, and present our current evaluation results for various use cases along with best practices.

CC BY-NC-ND 4.0

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Paper citation in several formats:

Paduraru, C., Cernat, M., Staicu and A.-N. (2023). RPA Testing Using Symbolic Execution. In Proceedings of the 18th International Conference on Software Technologies - ICSOFT; ISBN 978-989-758-665-1; ISSN 2184-2833, SciTePress, pages 269-275. DOI: 10.5220/0012061000003538

@conference{icsoft23,
author={Ciprian Paduraru and Marina Cernat and Adelina{-}Nicoleta Staicu},
title={RPA Testing Using Symbolic Execution},
booktitle={Proceedings of the 18th International Conference on Software Technologies - ICSOFT},
year={2023},
pages={269-275},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012061000003538},
isbn={978-989-758-665-1},
issn={2184-2833},
}

TY - CONF

JO - Proceedings of the 18th International Conference on Software Technologies - ICSOFT
TI - RPA Testing Using Symbolic Execution
SN - 978-989-758-665-1
IS - 2184-2833
AU - Paduraru, C.
AU - Cernat, M.
AU - Staicu, A.
PY - 2023
SP - 269
EP - 275
DO - 10.5220/0012061000003538
PB - SciTePress