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Using case-based reasoning method to design a return merchandise authorization system for supply chain management in Internet of Thing
Conference paper

Using case-based reasoning method to design a return merchandise authorization system for supply chain management in Internet of Thing

Yeh-Cheng Chen, C.N. Chu, Hung Min Sun, Ruey-Shun Chen, Mengru Tu and S.C. Lin
International Conference on Communication Technology Proceedings, ICCT, Vol.2017-October, pp.1462-1466
05/2018

Abstract

Case-based reasoning Internet of thing Return merchandise authorization Supply chain managemen Electrical and Electronic Engineering Computer Networks and Communications
This paper drives into the deficiencies of the traditional RMA service system of a notebook computer manufacturer and analyzes the customer service behavior of its customer relationship management. It uses a global web-based framework and Java for development tool for the establishment of system. Data compilation procedure, with the help of the pro system case-based deduction technique, provided the system with an automatic analytical capacity, thereby further enhancing the capacity of the web-based intelligent RMA repair and maintenance system. The system allowed an interaction with the customers. The intelligent RMA system allowed us to improve repair and maintenance efficiency by 26%, strongly boosting degree of customer satisfaction. Moreover, the global inventory management can reduce 12%; a boon that not only reduced the interest payments for inventory, but also eased up the company revolving fund cycle. The system can institute a more flexible part supply system, as well as enabled the Quality Assurance (QA) and R&D departments to understand the trouble-causing factors of the products that the company has sold. As a result, product AFR (Annual Failure Rate) dropped by around 85% Finally, we also used the repair and maintenance information to train new engineers. It saved us training time. Hence, the research has designed an innovative and practical IT (CRM) system.

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