TAILIEUCHUNG - Company performance improvement by quality based intelligent-ERP

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. | Nội dung Text Company performance improvement by quality based intelligent-ERP Decision Science Letters 8 2019 151 162 Contents lists available at GrowingScience Decision Science Letters homepage dsl Company performance improvement by quality based intelligent-ERP Kouroush Jenaba Selva Staubb Saeid Moslehpourc and Cuibing Wua aDepartment of Engineering and Technology Management Morehead State University KY USA bDepartment of International Trades and Logistics Bandırma Onyedi Eylül Üniversity Turkey cDepartment of Electrical and Computer Engineering Hartford University CT USA CHRONICLE ABSTRACT Article history The purpose of this paper is to examine the extent to which the Intelligent Enterprise Resource Received April 3 2018 Planning I-ERP System can be used in company operations. Machine learning is embedded in Received in revised format a decision tree algorithm to demonstrate the viability of intelligent technology in an ERP system July 10 2018 and to enhance the quality of operations through an I-ERP system. The study consists of two Accepted July 25 2018 Available online steps. In the first step the algorithm uses the decision tree algorithm to demonstrate the July 25 2018 application of intelligent technology in an ERP system. In the second step the proposed model Keywords analyzes four quality criteria related to company operations through I-ERP system in order to Company operations determine whether or not I-ERP has significant improvement on managers decisions. As a result Quality the use of I-EPR may improve the quality of operations agile respond to market demand Intelligent based ERP increase the efficiency and the competitiveness in organizations. An illustration example is Decision tree provided to demonstrate the application of I-ERP. Machine learning 2018 by the authors licensee Growing Science Canada. 1. Introduction There are many kinds of systems used in company operations such as office automation OA supplier relationship

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