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Turning Robotic Process Automation onto Intelligent Automation with Machine Learning

Publiceringsår

2023

Upphovspersoner

Kedziora Damian; Hyrynsalmi Sami

Abstrakt

Robotic Process Automation (RPA) technology has in the past few years become a ground-breaking trend that revolutionised services all around the globe. Substituting human workforce with software robots augmented with intelligent elements, RPA is being seen as a key enabler for many commercial, as well as non-commercial organisations to reorganise, re-engineer, and streamline their approach to operational excellence, at the same time achieving impressive results in employee empowerment and digital transformation. This industry experience case discusses the learning from the successful deployment of RPA technology blended together with machine learning (ML), in order to achieve intelligent automation (IA) of invoice processing delivered by a Finnish consultancy company. The work calls for further academic research to develop and enhance understanding of this emerging technology, from the perspective of organisational change and employee empowerment.
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Organisationer och upphovspersoner

Lappeenrannan–Lahden teknillinen yliopisto LUT

Kedziora Damian Orcid -palvelun logo

Hyrynsalmi Sami Orcid -palvelun logo

Publikationstyp

Publikationsform

Artikel

Moderpublikationens typ

Konferens

Artikelstyp

Annan artikel

Målgrupp

Vetenskaplig

Kollegialt utvärderad

Kollegialt utvärderad

UKM:s publikationstyp

A4 Artikel i en konferenspublikation

Öppen tillgång

Öppen tillgänglighet i förläggarens tjänst

Ja

Öppen tillgång till publikationskanalen

Delvis öppen publikationskanal

Parallellsparad

Nej

Övriga uppgifter

Vetenskapsområden

Data- och informationsvetenskap

Förlagets internationalitet

Internationell

Internationell sampublikation

Nej

Sampublikation med ett företag

Nej

DOI

10.1145/3593743.3593746

Publikationen ingår i undervisnings- och kulturministeriets datainsamling

Ja