Designing a Model of Decision Making in Layers of Supply,Manufacturing, and Distribution of the Supply Chain: ARecommender-Based System
Publish Year: 1393
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
ECDC08_018
تاریخ نمایه سازی: 6 آذر 1393
Abstract:
The aim of this paper is to implement a recommender system based on collaborative filtering in the supply chain to offer a combination of the best suppliers,producers and distributors which have the minimum cost and the maximum customer satisfaction. Up to now, the investigations to determine recommender systems suitable for the order fulfillment procedure in the supply chain are very small and inadequate The proposed method assumes that components' conditions in all layers andscores recorded after each order exist in the recommender system. Thus, by using a method such as correlation coefficients, the si milarity ratio between the request ofcurrent customer and that of other customers is calculated, and then the offer proposed to the most similar customer, will be offered to current customers
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Authors
Shiva Jalali
Department of Computer Engineering and IT, Amirkabir University of Technology, Tehran,Iran
SayyedAlireza HashemiGolpayegani
Department of Computer Engineering and IT, Amirkabir University of Technology, Tehran,Iran
Hoda Ghavamipoor
Department of Computer Engineering and IT, Amirkabir University of Technology, Tehran,Iran
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