智能机器人流程自动化在会计和审计中的应用现状和挑战

Max Gotthardt, Dan Koivulaakso, Okyanus Paksoy, Cornelius Saramo, Minna Martikainen, O. Lehner
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引用次数: 51

摘要

在过去的几十年里,技术发展迅速,并通过其识别的潜力对会计和审计产生了重要影响。特别是判断系统和需要人工干预的系统的自动化,被认为与通过机器人过程自动化(RPA)进行的转换更相关。在不断发展的过程中,通过人工智能(AI)对这些系统进行增强是一个充满期待的绿地项目。然而,理论框架尚未详尽和充分地说明如何进行这种部署。为了解决这一研究差距,本研究概述了正在转变的RPA生态系统,并指出了在会计和审计中成功实施此类系统所面临的关键挑战。
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Current State and Challenges in the Implementation of Smart Robotic Process Automation in Accounting and Auditing
Technology development has grown rapidly in the last decades and gained importance for accounting and auditing through its identified potentials. Particularly the automation of judgment systems and systems that require human intervention, are deemed to be more relevant to confront a transformation through Robotic Process Automation (RPA). During the continuous development, the augmentation of such systems through Artificial Intelligence (AI) presents a greenfield project with high expectations. However theoretical frameworks have not yet been elaborative and sufficient to capture how such deployments can be conducted. Addressing this research gap, this study presents a summarized overview of the transforming RPA ecosystem and indicates what challenges are critical to being confronted for a successful implementation of such systems in accounting and auditing.
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来源期刊
ACRN Journal of Finance and Risk Perspectives
ACRN Journal of Finance and Risk Perspectives Business, Management and Accounting-Business and International Management
CiteScore
3.30
自引率
0.00%
发文量
11
审稿时长
14 weeks
期刊介绍: This journal is special because it aims to provide an outlet for inter-disciplinary and more in-depth research papers with various methodological approaches from the broad fields of Finance, Risk and Accounting. The target group of this journal are academics who want to get a better understanding of the interconnectedness of their fields by acknowledging the methods and theories used in closely related areas. The JOFRP thus aims to overcome the self-imposed paradigmatic boundaries and reflexive isomorphisms of the individual, typically rather narrow fields and invites new and combined perspectives from the fields of Finance, Risk and Accounting. Despite its methodological, topical and disciplinary openness - it does so with a strong focus on academic rigour and robustness. Articles can vary in size and approaches but all articles will be strictly double-blind peer reviewed and authors are frequently invited to discuss the ramifications of their articles in the global FRAP and SSFII conferences.
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