Robotic Process Automation and Machine Learning: a Systematic Review
Abstract The need for companies to seek new techniques that generate productivity gains made them carry out the mapping of their processes using Business Process Management (BPM). Well-mapped processes make it possible to identify repetitive tasks, which can be automated using Robotic Process Automa...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Instituto de Tecnologia do Paraná (Tecpar)
2022-08-01
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| Series: | Brazilian Archives of Biology and Technology |
| Subjects: | |
| Online Access: | http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132022000100618&lng=en&tlng=en |
| _version_ | 1811283593148760064 |
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| author | Carlos Henrique Valério de Moraes Josnei Scolimoski Germano Lambert-Torres Mariana Santini André Luiz Alves Dias Fábio Alessandro Guerra André Pedretti Milton Pires Ramos |
| author_facet | Carlos Henrique Valério de Moraes Josnei Scolimoski Germano Lambert-Torres Mariana Santini André Luiz Alves Dias Fábio Alessandro Guerra André Pedretti Milton Pires Ramos |
| author_sort | Carlos Henrique Valério de Moraes |
| collection | DOAJ |
| description | Abstract The need for companies to seek new techniques that generate productivity gains made them carry out the mapping of their processes using Business Process Management (BPM). Well-mapped processes make it possible to identify repetitive tasks, which can be automated using Robotic Process Automation (RPA), where a computer program mimics the actions of an employee. Furthermore, recent advances in Artificial Intelligence have brought new possibilities to RPA. The systematic review developed aims to raise information on Robotic Process Automation (RPA) integrated with Artificial Intelligence (AI) for autonomously automating work processes. |
| first_indexed | 2024-04-13T02:15:23Z |
| format | Article |
| id | doaj.art-efc4ec90dae34d9ea365e33bafac9c25 |
| institution | Directory Open Access Journal |
| issn | 1678-4324 |
| language | English |
| last_indexed | 2024-04-13T02:15:23Z |
| publishDate | 2022-08-01 |
| publisher | Instituto de Tecnologia do Paraná (Tecpar) |
| record_format | Article |
| series | Brazilian Archives of Biology and Technology |
| spelling | doaj.art-efc4ec90dae34d9ea365e33bafac9c252022-12-22T03:07:11ZengInstituto de Tecnologia do Paraná (Tecpar)Brazilian Archives of Biology and Technology1678-43242022-08-016510.1590/1678-4324-2022220096Robotic Process Automation and Machine Learning: a Systematic ReviewCarlos Henrique Valério de Moraeshttps://orcid.org/0000-0003-1361-2754Josnei Scolimoskihttps://orcid.org/0000-0002-1511-0822Germano Lambert-Torreshttps://orcid.org/0000-0003-3789-4696Mariana Santinihttps://orcid.org/0000-0002-7196-3897André Luiz Alves Diashttps://orcid.org/0000-0002-7545-7676Fábio Alessandro Guerrahttps://orcid.org/0000-0001-8429-2263André Pedrettihttps://orcid.org/0000-0003-1357-4911Milton Pires Ramoshttps://orcid.org/0000-0002-9244-2417Abstract The need for companies to seek new techniques that generate productivity gains made them carry out the mapping of their processes using Business Process Management (BPM). Well-mapped processes make it possible to identify repetitive tasks, which can be automated using Robotic Process Automation (RPA), where a computer program mimics the actions of an employee. Furthermore, recent advances in Artificial Intelligence have brought new possibilities to RPA. The systematic review developed aims to raise information on Robotic Process Automation (RPA) integrated with Artificial Intelligence (AI) for autonomously automating work processes.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132022000100618&lng=en&tlng=enrobotic process automationRPAmachine learningartificial intelligencebusiness process. |
| spellingShingle | Carlos Henrique Valério de Moraes Josnei Scolimoski Germano Lambert-Torres Mariana Santini André Luiz Alves Dias Fábio Alessandro Guerra André Pedretti Milton Pires Ramos Robotic Process Automation and Machine Learning: a Systematic Review Brazilian Archives of Biology and Technology robotic process automation RPA machine learning artificial intelligence business process. |
| title | Robotic Process Automation and Machine Learning: a Systematic Review |
| title_full | Robotic Process Automation and Machine Learning: a Systematic Review |
| title_fullStr | Robotic Process Automation and Machine Learning: a Systematic Review |
| title_full_unstemmed | Robotic Process Automation and Machine Learning: a Systematic Review |
| title_short | Robotic Process Automation and Machine Learning: a Systematic Review |
| title_sort | robotic process automation and machine learning a systematic review |
| topic | robotic process automation RPA machine learning artificial intelligence business process. |
| url | http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132022000100618&lng=en&tlng=en |
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