• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2014.10a
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• pp.1000-1003
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• 2014

As smart phones have became popular in recent years, use rate of smart phones application of mobile subscribers is now gradually increasing. Smart phones have a considerable effect on real life of users. Especially, mobile payment service using smart phones is outstanding in convenience because of its simple way to check out online. Therefore, in this paper, the database was designed for inquiring and making pre-order for take-out products based on connivence. This paper offers pre-order design to have order information standardized, menus which store owners can register and manage, and statistical data based on sales. It can be cost and time-efficient by using integrated pre-order system across all franchises. If this take-out pre-order system becomes more widely available, it will increase profit for both users and franchises due to cost and time efficiency.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2014.10a
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• pp.461-464
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• 2014

As smart phones have became popular in recent years, use rate of smart phones application of mobile subscribers is now gradually increasing. Smart phones have a considerable effect on real life of users. Especially, mobile payment service using smart phones is outstanding in convenience because of its simple way to check out online. Therefore, in this paper, the database was designed for inquiring and making pre-order for take-out products based on connivence. This paper offers pre-order design to have order information standardized, menus which store owners can register and manage, and statistical data based on sales. It can be cost and time-efficient by using integrated pre-order system across all franchises. If this take-out pre-order system becomes more widely available, it will increase profit for both users and franchises due to cost and time efficiency.

• Journal of the Korea Society of Computer and Information
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• v.16 no.8
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• pp.165-176
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• 2011

In this paper, we develop the cost minimization model to select two incentives and total order quantity with consideration of remanufacture company's return incentive. Return rate is sensitive to the incentive that the manufacture company offers. Using a EOQ(Economic Order Quantity) model of a cost minimization, we show concavities of the model about two incentives and total order quantity respectively. According to the proposed algorithm using the concavities, we find out the optimized incentive prices and total order quantity. Through numerical study, we examine sensitive analysis of the incentive price and order quantity for each parameter when the return rate is sensitive to incentive. Company lessens incentive to reduce total price. However, this makes the total price increase due to a diminution of return quantity. We expect that domestic or overseas remanufacture businesses are able to decide optimal incentive and total order quantity by this research.

• Proceedings of the Korean Society for Quality Management Conference
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• 2006.11a
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• pp.151-154
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• 2006

본 연구는 공급사슬관리하에서 부품 및 원재료 공급기업에서 고객기업인 제조기업의 주문 사항과 공급기업내 생산관련 제약사항을 동시에 고려하여 최적의 생산 체제를 구축할 수 있는 방법론을 제시한다. 본 연구에서는 수주 및 비용 데이터베이스로부터 주문 및 생산관련 데이터를 SOM 신경망분석을 통해 그룹핑하고 고객기업군별로 특성분석을 통해 이에 맞는 생산체제를 구축할 것을 제안하였다. 공급사슬관리 환경하에서 원재료/부품 공급기업이 고객기업의 주문 요구와 내부 생산상의 제약을 동시에 고려함으로써 SCM 적용 성과를 극대화할 수 있다는 점에서 본 연구는 의미가 있다.

• The Korean Journal of Financial Management
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• v.17 no.1
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• pp.181-202
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• 2000

본 연구는 지수선물 시장에서 호가스프레드에 영향을 줄 수 있는 요인변수를 탐색하였다. 호가스프레드는 1996년 5월 3일부터 1997년 7월 31일까지 일중 4시간 5분의 거래시간을 5분 간격으로 나누어 49개의 시간대별 잔량을 구하여 호가스프레드를 계산하였으며, 요인변수는 주문 거래자료를 이용하여 산출하였다. 분석결과는 다음과 같다. 첫째로, 호가스프레드 측정결과 개장직후 10분과 폐장직전 10분간의 호가스프레드가 다른 시간대보다 크게 나타났다. 우리나라 주가지수선물시장에서도 이상의 두 시간대에서는 거래자들이 현저히 높은 정보불균형이 있었고, 역선택과정이 심한 것으로 보여진다. 이는 McInish와 Wood(1992) 및 Jang과 Lee(1995) 그리고 Daigler(1997)의 U자형 패턴과 유사하게 나타났다. 둘째로, 거래빈도, 총주문량은 호가스프레드에 유의적인 음(-)의 영향을 주어 호가스프레드를 줄이는데 정보적 역할을 하고 있었던 것으로 생각된다. 그리고 주문빈도 및 변동성과 수익률이 모두 호가스프레드에 유의적인 양(+)의 영향을 주고 있었다. 회귀분석결과 관찰자료로 총주문량, 거래빈도가 유동성변수로서 의미가 있었고, 묵시적 거래비용을 줄여줄 수 있을 것이라 보여진다. 한편 주문빈도는 정보탐색을 위한 허수주문으로 여겨진다. 우리나라 선물시장에서는 투자자들이 가격 변동성에 대한 보상을 원하고 있었다. 일반적으로 투자자들은 가격위험하에서는 거래 체결을 원하지 않기 때문에 이러한 점이 호가스프레드를 커지게 하였던 원인으로 보여진다.

• Proceedings of the Korean Operations and Management Science Society Conference
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• 2006.05a
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• pp.1194-1197
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• 2006

최근 소매점 공급사슬을 전체적인 관점에서 효율적으로 운영하기 위하여 공급자가 소매점의 재고를 관리하는 공급자 주도 재고관리(Vendor Managed Inventory; VMI)정책의 도입이 확산되고 있다. VMI 정책은 소매점에서 직접 수행하는 재고관리(Retailer Management Inventory; RMI)와는 달리 소매점의 재고수준에 대한 의사결정과 재고유지에 대한 재정적인 책임이 소매점으로부터 공급자에게 옮겨진다. 이에 따라 소매점은 공급자로부터 수시로 재고를 보충 받게 되고 주문절차는 사라진다. 또한 재고공간의 크기를 줄일 수 있게 된다. 공급자 또한 전체 소매점에 대한 효율적인 분배로써 비용절감의 효과를 기대할 수 있게 된다. 본 연구에서는 품절을 고려하며 소매점의 판매수요가 확정적인 상황에 대하여 RMI와 VMI에 대한 총비용을 최소화하는 수리모델을 통해 총비용 관점에서 RMI와 VMI정책을 비교하고자 한다. 계산실험을 통해 RMI와 VMI의 총비용 변화에 민감한 요인들을 분석하였고 VMI 적용으로 총비용을 절감시키기 위한 조건을 모색하였다. 실험결과, VMI의 적용은 항상 총비용 절감 효과를 나타내는 것이 아님을 확인 하였고 RMI에 대한 VMI의 총비용 증감효과는 RMI 정책의 소매점 주문비와 VMI정책의 소매점 재고공간의 크기 변화에 가장 크게 영향을 받는 것으로 나타났다. 이를 토대로 간단한 소매점 공급사슬에 대해서 VMI의 총비용 감소조건을 제시하였다.

• The Journal of the Korea Contents Association
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• v.21 no.11
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• pp.350-360
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• 2021

Due to COVID-19 and minimum wage raise, rate of adoption of zero contact payment methods, such as kiosk, had increased rapidly in 2018. Although there exist users who have trouble utilizing it, kiosk is growing consistently, especially in food service industry. Main goal of this research is to verify antecedent of satisfaction level which affects continuance intention of kiosk in terms of quality and execute through examination of kiosk users on fast-food industry, which employs kiosk most predominantly. The result of this research showed that information accessibility (environment quality), convenience of order process (process quality), and addition of beneficial supplementary service (process quality) of kiosk had influence on customer satisfaction level which in turn, also affected continuance intention, but order payment readiness, which is consequence quality, had no effect on satisfaction level. With pervasion and indispensable increase in zero contact payment market, this research expanded our knowledge on kiosk user and established kiosk quality figure that can improve user satisfaction level and continuance intention, ultimately proposing selection guide of kiosk and securing competitiveness for stores.

• Journal of Intelligence and Information Systems
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• v.28 no.4
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• pp.157-177
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• 2022

Investors are trading stocks by keeping a close watch on the order information submitted by domestic and foreign investors in real time through Limit Order Book information, so-called price current provided by securities firms. Will order information released in the Limit Order Book be useful in stock price prediction? This study analyzes whether it is significant as a predictor of future stock price up or down when order imbalances appear as investors' buying and selling orders are concentrated to one side during intra-day trading time. Using classification algorithms, this study improved the prediction accuracy of the order imbalance information on the short-term price up and down trend, that is the closing price up and down of the day. Day trading strategies are proposed using the predicted price trends of the classification algorithms and the trading performances are analyzed through empirical analysis. The 5-minute KOSPI200 Index Futures data were analyzed for 4,564 days from January 19, 2004 to June 30, 2022. The results of the empirical analysis are as follows. First, order imbalance information has a significant impact on the current stock prices. Second, the order imbalance information observed in the early morning has a significant forecasting power on the price trends from the early morning to the market closing time. Third, the Support Vector Machines algorithm showed the highest prediction accuracy on the day's closing price trends using the order imbalance information at 54.1%. Fourth, the order imbalance information measured at an early time of day had higher prediction accuracy than the order imbalance information measured at a later time of day. Fifth, the trading performances of the day trading strategies using the prediction results of the classification algorithms on the price up and down trends were higher than that of the benchmark trading strategy. Sixth, except for the K-Nearest Neighbor algorithm, all investment performances using the classification algorithms showed average higher total profits than that of the benchmark strategy. Seventh, the trading performances using the predictive results of the Logical Regression, Random Forest, Support Vector Machines, and XGBoost algorithms showed higher results than the benchmark strategy in the Sharpe Ratio, which evaluates both profitability and risk. This study has an academic difference from existing studies in that it documented the economic value of the total buy & sell order volume information among the Limit Order Book information. The empirical results of this study are also valuable to the market participants from a trading perspective. In future studies, it is necessary to improve the performance of the trading strategy using more accurate price prediction results by expanding to deep learning models which are actively being studied for predicting stock prices recently.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2015.10a
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• pp.759-762
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• 2015

As a result of the popularization of smart devices, smart phones or the tablets have become necessities in modern society. In this current of the times, the bring-your-own-device environment, in which personally owned smart devices are utilized in life, is attracting attention. In this context, this paper designed a Wi-Fi remote ordering system focused on the BYOD environment. If the Wi-Fi remote ordering system based on the BYOD environment is popularized, positive effects can be expected such as the enhancement of efficiency and the increase of customer benefits. As a typical example, real-time customer requests via smart devices enable the provision of fast services. This paper designed a mobile app for customers' remote ordering and web pages on which member stores can inquire details of orders, manage a menu, and register statistical data on sales. If the Wi-Fi remote ordering system designed by this paper is widely distributed internationally, it is expected that the system will be used usefully by many people.

• The Optical Journal
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• s.109
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• pp.15-19
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• 2007

디지털 서비스는 디지털카메라 프린트를 메인으로, 인터넷 프린트, 카메라폰에서의 주문 촉진이나, 다양한 미디어 서비스에 이르는 디지털 대응으로 구매 욕구를 충족시켜 비즈니스 영역을 넓히도록 전개된다. 사진소비는 필름카메라의 감소, 스틸필름, 컬러 DP의 하락세가 계속되는 가운데, 올해도 디지털카메라 프린트 수요는 30% 증가할 것으로 보이고, 이 셀프프린트나 CD-R 입력 서비스도 계속 증가할 것으로 보인다. 홈 프린트(가정용 프린트)의 수요도 확대되는 가운데, 인화 점포의 주문 확대에는 사진 확대출력이나 앨범 만들기까지의 부가가치를 높인 디지털 서비스가 과제이다.