• Journal of the Korea Society of Computer and Information
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• v.26 no.3
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• pp.77-88
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• 2021

The development history of China's big data is relatively short, and it has only been ten years so far. Although the application level of big data in real life is not high, some achievements have been made in the supply chain. Various kinds of data will be generated in the actual operation of the supply chain. If these data can be effectively classified and used, the "bullwhip effect" of the operation of the supply chain can be also effectively improved. Thus this paper proposes the development of a supply chain collaborative inventory management model and application framework using big data. In this study, we analyzed the supply chain of beer industry, which is the most prominent consumption industry with "bullwhip effect", and further established a big data collaborative inventory management model for the supply chain of beer industry based on system dynamics. We used the Vensim software for simulation and sensitivity test and after appling our model, we found that the inventory fluctuations of the participants in the beer industry supply chain became significantly smaller, which verified the effectiveness of the model. Our study can be also applied to the possible problems of the large data supply chain collaborative inventory management model, and gives certain countermeasures and suggestions.

• Journal of Korean Society of Industrial and Systems Engineering
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• v.25 no.4
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• pp.16-21
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• 2002

This paper refer to the trade-off between delivery frequency and amount between supplier and discountstores. Discountstores prefer frequent delivery of small amount because of limited storage space, while suppliers prefer less frequent delivery of large amount in order to save transportation cost In this paper we propose a heuristic algorithm to determine the amount of order and the delivery frequency which decreases the expected length of stockout. We also evaluate various order policies for vendor managed inventory system using simulation with real data.

• Proceedings of the Korea Association of Information Systems Conference
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• 2001.12a
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• pp.37-47
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• 2001

분산형 공급체인(Supply Chain) 시스템에서 각 기업체의 주문처리 과정에서의 지연은 시스템에게 많은 비용을 발생시키게 된다. 이러한 물질과 정보의 흐름을 효과적으로 관리하는 것이 바로 공급체인관리(SCM: Supply Chain Management)의 기본적인 목적이다. 또한, 항시 존재하는 정보의 지연이 공급체인 내의 여러 기업에 주는 영향이나 SCM에 미치는 효과는 매우 크다. 소매업, 도매업, 물류센터, 제조공장 등으로 이어지는 공급체인에서 정보시스템의 개선 등으로 주문처리 과정이 단축되면 분산형 시스템에서 각 디비젼의 재고량과 비용 면에서 얼마만큼의 변화가 있는지는 연구해 볼 필요가 있다. 이 논문에서는 공급체인 전체를 하나의 통합된 개체로 보고 이를 최적화하고자 하는 경영 방식인 SCM(Supply Chain Management)에서 기업들의 재고변화와 비용 면에서 주문처리 지체가 얼마만큼의 영향이 있는지 알아보며, 두 가지의 정보지연 개선 방안을 가지고 시나리오를 설정하여 30주의 고객 수요를 가지고 실험분석을 한다. 그것을 통해서 SCM(Supply Chain Management)의 비용최소화 전략 수립에 밑바탕이 되는 대안들을 연구결과로 제안한다.

• Journal of Korea Society of Industrial Information Systems
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• v.29 no.1
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• pp.77-89
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• 2024

This paper presents an unmanned store management system that can provide inventory management and theft prevention for displayed products using a small camera that can monitor the shelves of sold products in small and medium-sized stores. This system is a service solution that integrates object recognition, real-time communication, security management, access management, and mobile authentication. The proposed system uses a custom YOLOv5-x model to recognize objects on the display, measure quantities in real time, and support real-time data communication with servers through Raspberry Pie. In addition, the number of objects in the database and the object recognition results are compared to detect suspected theft situations and provide burial images at the time of theft. The proposed unmanned store solution is expected to improve the efficiency of small and medium-sized unmanned store operations and contribute to responding to theft.

• Journal of Korea Society of Industrial Information Systems
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• v.21 no.2
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• pp.45-57
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• 2016

The purpose of this study applies Technology Acceptance Model(TAM) to better understand the role of antecedents leading to intention of VMI use. The findings are as follows. First, the model that applied VMI, a SCM information technology, to TAM is appropriate for measuring and analyzing the acceptance intention of organizational members, VMI users. Second, higher satisfaction in VMI system factors led to a greater level of perceived usefulness and perceived ease of use of VMI. Third, higher satisfaction in VMI cooperation factors led to a greater level of perceived ease of use of VMI. Fourth, the perceived ease of use of VMI had an impact on the perceived usefulness of VMI, similar to the findings of other studies. Fifth, the perceived ease of use of VMI had a positive impact on intention of the continuous VMI use.

• Proceedings of the Korea Society of Information Technology Applications Conference
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• 2007.05a
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• pp.198-208
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• 2007

Recently business enterprises have forced to face in fierce competition in today's global markets due to the short life cycles of products and the higher expectation of customers. Together with continuing advances in communications and transportation technologies, these environments have motivated the continuous evolution of the supply chain and the management techniques. This paper consider three-echelon inventory system which consist of one manufacturer, one distributor and N retailers for a single product under assumption of constant demand. This paper propose the inventory replenishment period using heuristic method and order policy through coordination of inventory replenishment period. The simulation results show that decrease the total cost of the three-echelon inventory system.

• Journal of Korean Society for Geospatial Information Science
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• v.17 no.2
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• pp.123-131
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• 2009

The telecommunication technology in the 21st century has come up to the standard which could transmit various spatial information by means of on-line and the printing technology using computers has been on a par with presswork in quality. In addition, map users also would like to get various spatial information through on-line directly or indirectly. None the less, the supply system of national base map in our country has maintained the off-line sales method. It is owing to this reason that the nation's supply system has shown a high degree of inefficiency from the viewpoint of the inventory control, rapidity, and economical efficiency as compared with the on-line sales system in the developed countries. This study tried to analyze some problems of the present supply system in order to build up the foundation of the efficient map supply system and also developed the system such as On-demand maps, on-line paying and sales, inventory control, meta dat establishment, and security module, etc. This study tried to analyze some problems of the present supply system in order to build up the foundation of the efficient map supply system and also developed the system such as On-demand maps, on-line paying and sales, inventory control, meta dat establishment, and security module, etc.

• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.19 no.1
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• pp.161-170
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• 2019

Multi-product mass production small and medium enterprise factories have a wide variety of products and a large number of products, wasting manpower and expenses for inventory management. In addition, there is no way to check the status of inventory in real time, and it is suffering economic damage due to excess inventory and shortage of stock. There are many ways to build a real-time data collection environment, but most of them are difficult to afford for small and medium-sized companies. Therefore, smart factories of small and medium enterprises are faced with difficult reality and it is hard to find appropriate countermeasures. In this paper, we implemented the contents of extension of existing inventory management method through character extraction on label with barcode and QR code, which are widely adopted as current product management technology, and evaluated the effect. Technically, through preprocessing using OpenCV for automatic recognition and classification of stock labels and barcodes, which is a method for managing input and output of existing products through computer image processing, and OCR (Optical Character Recognition) function of Google vision API. And it is designed to recognize the barcode through Zbar. We propose a method to manage inventory by real-time image recognition through Raspberry Pi without using expensive equipment.

• Proceedings of the KAIS Fall Conference
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• 2009.05a
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• pp.717-721
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• 2009

ERP 시스템은 기업의 이익을 최대화하기 위해 생산 판매 물류 회계 인사 등 기업의 기간 업무를 조직적 횡단적으로 파악하고, 경영 자원의 활용을 전사적으로 최적화하려는 계획 관리를 위한 경영 개념으로 사용되었다는 것을 알 수 있다. ERP시스템을 도입함으로써 얻는 이점으로는 실시간으로 제공되는 각종 재무, 생산관련 자료를 통한 신속한 의사결정 지원으로 의사결정의 일관성 및 질을 향상 시킬수 있으며 효율적인 재고관리를 통한 보관 및 유통비용의 최소화 등을 들 수 있다. 본 연구의 2장에서는 ERP시스템 도입의 장점 및 효과를 제시하였고 3장과 4장에서는 ERP 시스템의 만족도에 대한 평가의 설문과 설문조사를 분석하였다. 마지막으로 5장에서는 분석결과를 도출하였다.

• Proceedings of the Korea Information Processing Society Conference
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• 2009.04a
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• pp.432-435
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• 2009

ERP 시스템은 기업의 이익을 최대화하기 위해 생산 판매 물류 회계 인사 등 기업의 기간 업무를 조직적 횡단적으로 파악하고, 경영 자원의 활용을 전사적으로 최적화하려는 계획 관리를 위한 경영 개념으로 사용되었다는 것을 알 수 있다. ERP시스템을 도입함으로써 얻는 이점으로는 실시간으로 제공되는 각종 재무, 생산관련 자료를 통한 신속한 의사결정 지원으로 의사결정의 일관성 및 질을 향상 시킬 수 있으며 효율적인 재고관리를 통한 보관 및 유통비용의 최소화 등을 들 수 있다. 본 연구에서는 ERP 시스템을 고려하고 최신 웹기술을 고려하여 웹환경 ERP 시스템을 설계하고 구축하여 고객의 불만해소와 업무 생산성 향상 및 경제적 절감등의 주안점을 두어 연구를 진행하였다.