A rule-based method to effectively adopt robotic process automation

IF 1.7 4区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING Journal of Software-Evolution and Process Pub Date : 2024-07-04 DOI:10.1002/smr.2709
Maxime Bédard, Abderrahmane Leshob, Imen Benzarti, Hafedh Mili, Raqeebir Rab, Omar Hussain
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Abstract

Robotic Process Automation (RPA) is an emerging software technology for automating business processes. RPA uses software robots to perform repetitive and error-prone tasks previously done by human actors quickly and accurately. These robots mimic humans by interacting with existing software applications through user interfaces (UI). The goal of RPA is to relieve employees from repetitive and tedious tasks to increase productivity and to provide better service quality. Yet, despite all the RPA benefits, most organizations fail to adopt RPA. One of the main reasons for the lack of adoption is that organizations are unable to effectively identify the processes that are suitable for RPA. This paper proposes a new method, called Rule-based robotic process analysis (RRPA), that assists process automation practitioners to classify business processes according to their suitability for RPA. The RRPA method computes a suitability score for RPA using a combination of two RPA goals: (i) the RPA feasibility, which assesses the extent to which the process or the activity lends itself to automation with RPA and (ii) the RPA relevance, which assesses whether the RPA automation is worthwhile. We tested the RRPA method on a set of 13 processes. The results showed that the method is effective at 82.05% and efficient at 76.19%.

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有效采用机器人流程自动化的基于规则的方法
机器人流程自动化(RPA)是一种新兴的业务流程自动化软件技术。RPA 使用软件机器人快速、准确地执行以前由人工完成的重复性、易出错的任务。这些机器人通过用户界面(UI)与现有的软件应用程序进行交互,从而模仿人类。RPA 的目标是将员工从重复而乏味的任务中解脱出来,从而提高生产率和服务质量。然而,尽管 RPA 有这么多好处,大多数组织却没有采用 RPA。不采用 RPA 的主要原因之一是组织无法有效识别适合 RPA 的流程。本文提出了一种名为基于规则的机器人流程分析(RRPA)的新方法,可帮助流程自动化从业人员根据业务流程是否适合 RPA 进行分类。RRPA 方法结合两个 RPA 目标计算 RPA 的适用性得分:(i) RPA 可行性,评估流程或活动在多大程度上适合使用 RPA 实现自动化;(ii) RPA 相关性,评估 RPA 自动化是否值得。我们在一组 13 个流程中测试了 RRPA 方法。结果显示,该方法的有效率为 82.05%,高效率为 76.19%。
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来源期刊
Journal of Software-Evolution and Process
Journal of Software-Evolution and Process COMPUTER SCIENCE, SOFTWARE ENGINEERING-
自引率
10.00%
发文量
109
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