出版社
ELSEVIER SCIENCE BV
DOI: 10.1016/j.procs.2021.01.104
关键词
Robotic Process Automation; Artificial Intelligence; Industry 4.0
With the technological evolution and proliferation of information systems in society, digital services have become the majority of services provided by companies and institutions. Robotic Process Automation (RPA) offers numerous advantages in automating organizational and business processes. The complementary use of Artificial Intelligence (AI) algorithms and techniques can improve the accuracy and effectiveness of RPA processes.
Taking into account the technological evolution of the last decades and the proliferation of information systems in society, today we see the vast majority of services provided by companies and institutions as digital services. Industry 4.0 is the fourth industrial revolution where technologies and automation are asserting themselves as major changes. Robotic Process Automation (RPA) has numerous advantages in terms of automating organizational and business processes. Allied to these advantages, the complementary use of Artificial Intelligence (AI) algorithms and techniques allows to improve the accuracy and execution of RPA processes in the extraction of information, in the recognition, classification, forecasting and optimization of processes. In this context, this paper aims to present a study of the RPA tools associated with AI that can contribute to the improvement of the organizational processes associated with Industry 4.0. It appears that the RPA tools enhance their functionality with the objectives of AI being extended with the use of Artificial Neural Network algorithms, Text Mining techniques and Natural Language Processing techniques for the extraction of information and consequent process of optimization and of forecasting scenarios in improving the operational and business processes of organizations. (C) 2021 The Authors. Published by Elsevier B.V.
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