2019
DOI: 10.5267/j.dsl.2018.7.003
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Company performance improvement by quality based intelligent-ERP

Abstract: The purpose of this paper is to examine the extent to which the Intelligent Enterprise Resource Planning (I-ERP) System can be used in company operations. Machine learning is embedded in a decision tree algorithm to demonstrate the viability of intelligent technology in an ERP system and to enhance the quality of operations through an I-ERP system. The study consists of two steps. In the first step, the algorithm uses the decision tree algorithm to demonstrate the application of intelligent technology in an ER… Show more

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Cited by 21 publications
(6 citation statements)
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References 19 publications
(22 reference statements)
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“…At the level of companies, the most used technical tool that manages and facilitates the flow of information is Enterprise Resource Planning (ERP) because it provides accurate and timely information for decision-makers [38], allowing companies to make effective strategic decisions and increase productivity [71,72]. The dynamic development of technology and changing needs of companies have resulted in the evolution of ERP systems [73], and the expansion of some ERP capabilities to bring more value to the company [74] and greater user satisfaction [75,76].…”
Section: Information Managementmentioning
confidence: 99%
“…At the level of companies, the most used technical tool that manages and facilitates the flow of information is Enterprise Resource Planning (ERP) because it provides accurate and timely information for decision-makers [38], allowing companies to make effective strategic decisions and increase productivity [71,72]. The dynamic development of technology and changing needs of companies have resulted in the evolution of ERP systems [73], and the expansion of some ERP capabilities to bring more value to the company [74] and greater user satisfaction [75,76].…”
Section: Information Managementmentioning
confidence: 99%
“…Product quality and unavailability of the system's helpdesk Irrespective of the ERP systems becoming increasingly similar in functionality and more relevant to most organisations' operations, their quality and ease of implementation differ (Jenab et al, 2019). The stability and functionality of the new system may not be guaranteed in quality and implementation ease.…”
Section: Misalignment Of the System To The Organisation Processesmentioning
confidence: 99%
“…Data from these sources are often collected and analysed with a focus on opportunities for reducing cost and increasing efficiency. Smart manufacturing, for instance, is often conceived as an environment in which a new wave of electronic sensors, microprocessors and other components allows a high degree of automation (Noor 2013) and provides real-time warnings about potential problems or opportunities for cost reduction (Jenab et al 2019). How will the agile approach alter the producercustomer relationship, which was up to now based on close relationships and structured flow of information on customer needs to be delivered to product and service designers?…”
Section: Supply-side Datamentioning
confidence: 99%