• Proceedings of the KIEE Conference
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• 2008.11a
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• pp.139-140
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• 2008

한국전력거래소는 전력계통의 안정적, 경제적 운영을 담당하고 있는 기관으로 '01년 현재의 에너지관리시스템(EMS)를 도입하여 실시간 전력계통에 대한 정확한 판단을 기반으로 전력계통의 안정성과 경제성 확보에 주력하고 있다. '06년 EMS S/W를 자체 유지 보수하기로 전력거래소 정책이 결정됨에 따라 상주 유지 보수 업체 인력이 철수하여 IT운전원 1명이 모든 감시 업무를 수행해야만 했다. 이에 따라 업무가 가중되고 효율적인 감시 체계가 만들어질 수 없는 상황이었다. EMS의 1차적 감시는 EMS 자체제공 감시 화면을 통해 가능했으나, 이는 수동적이고 다단계 절차가 필요한 비효율적인 작업이다. 1인에게 집중되어 있던 이러한 감시 작업을 간소화하고 체계화시키기 위하여 분산되어 있던 감시 요소들을 그룹화하고, One-sight 감시가 가능하도록 통합시키는 시스템을 제공하는 것이 거래소 IT 업무의 이슈가 되었다. 본고에서는 이러한 니즈에 따라 개발된 EMS 종합감시시스템에 대해 소개하고자 한다.

• Convergence Security Journal
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• v.11 no.3
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• pp.75-84
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• 2011

With the rapid development of mobile technology the use of smartphone is spreading. In order to activate mobile banking and market in the future, the most important key is a secure financial transactoin. However, because many apps are developed without security check in proportional to the spread of smartphone, security threat is inevitably high. Current smartphone banking is processed as the way of the existing public certificate or OTP technique in the mobile environment, but many security hole about current technology is pointed out steadily. Therefore, in this paper we are to improve a existing security hole by reinforcing the security through multi-factor authentication and providing a physical non-repudiation.

• Proceedings of the Korea Information Processing Society Conference
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• 2013.11a
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• pp.1098-1101
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• 2013

물류업계는 배차 운송하기 위한 많은 알고리즘, 차량경로문제, 차량일정계획, GIS, GPS 등의 여러 연구를 진행하고 있다. 하지만 물류시장에 배송물량은 늘어나지만 배송을 하기 위한 차량과 기사는 한정되어 있으며 다단계 거래구조로 인해 수수료가 발생하여 최말단에 있는 화물차주만 수익이 감소한다. 이런 문제에 의해 차량주인(차주)는 운송장소와 운송비에 중점을 두고 배송 건을 선택하여 운송을 하고 있다. 본 논문에서는 이러한 물류기업의 배차문제와 차주 운임비 문제 해결을 위하여 운송비 기반배차 시스템의 정보화를 실현하기 위한 기초적인 데이터 구조를 제안하고, 운송비 중심의 배차 알고리즘이 적용된 배차 시스템을 물류업체에 적용한 결과를 제시하였다.

• Journal of Intelligence and Information Systems
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• v.16 no.2
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• pp.1-17
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• 2010

Association rules among product items by association analysis suggest sales effect among products. These are useful for marketing strategies such as cross-selling and product display etc. However, if we evaluate more practical product values reflecting cross-selling effects, they will be also more useful for the decisions of companies such as product item selection for product assortment and profit maximization etc. This study proposes product value evaluation models with the concept of effective value based on single-item association chain and itemset association chain. In addition to that, we performed experiments with transaction data related to clothing of an online shopping mall in Korea to show the performances of our models. In result, we confirmed that some items increased in effective values compared with their pure values while the others decreased in effective values.

• Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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• v.7 no.12
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• pp.955-963
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• 2017

Nowadays, fintech becomes the key technology of the mobile banking and payments. Financial market is moved to fintech-based non-face-to-face trade/payment from traditional face-to-face process in Korea. Core of this transition is the smartphones, which have several sensitive sensors for personal identifications such as fingerprint and iris recognition sensors. But it has some originated security risks by data path attacks, for instance, hacking and pharming. Multi-level certification and security systems are applied to avoid these threats effectively, while these protections can be cause of some inconvenience for non-face-to-face certifications and financing processes. In this paper, I confirmed that it have sensible differences correspond with the data connection paths such as WiFi networks and mobile communication networks of the smartphones, and I propose a gradual certification method which alleviates the inconvenience by risk-level definitions of the data-paths.

• The Journal of Society for e-Business Studies
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• v.26 no.4
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• pp.81-93
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• 2021

Through processors, wholesale markets, intermediate sellers, and retailers, agricultural products have been distributed in a multi-level customary manner for a long time as they are easy to deteriorate and no not have a standardized system of size and quality. However, with the advancement of Internet networks and logistic services during the 2000s that facilitated the development of offline markets, and the rise of the non-contact purchase preference in direct response to COVID-19, previous offline consumers flowed into the online market to purchase agricultural goods. In other words, the volume of online agricultural transactions exploded since the pandemic. Against this social backdrop, this study focused on the difference in distribution costs as a result of converting from conventional offline distribution channels to online channels, and analyzed the reduced distribution costs through a case study of garlic sales on the online platform "H" shopping mall. The analysis found that considerable economic effects occurred, some of the effects being an approximate 39% decrease in distribution cost when comparing direct online transactions of the online shopping mall with other more traditional means, a reduced distribution cost rate of approximately 28%p, and increased profit for farmers.

• 한국HCI학회:학술대회논문집
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• 2007.02a
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• pp.774-779
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• 2007

최근 온라인 경매나 오픈 마켓 같은 온라인 전자상거래가 활발히 이루어지고 있다. 더불어 사용자가 PDA와 같은 단말기를 휴대하고 이동하는 동안 전자상거래가 이루어질 가능성이 높아지고 있다. 이러한 상황에서 온라인 전자상거래의 구매자와 판매자를 대신해서 협상을 수행하고 매매를 성사시키는 에이전트에 대한 연구가 시도되고 있다. 이를 확장하여 지능형 에이전트를 휴대형단말기에 적용함으로써, 모바일 환경에서 구매자와 판매자간의 전자상거래를 대행하는 협상 에이전트의 필요성이 부각되고 있다. 본 연구에서는 모바일 전자상거래환경에서 에이전트가 협상에 대한 합리적인 판단할 수 있도록 게임이론을 사용하여 모델화 하였고, 휴대형단말기가 블루투스를 통해 인근에 있는 상점을 탐색 및 블루투스 네트워크를 구성하도록 하였다. 또한, 사용자가 협상 항목을 단계적으로 변경할 수 있는 전략을 사용할 수 있게 하였으며, 이를 평가함수를 사용하여 협상해서 최종 거래 결정은 자동 또는 수동으로 성사되게 하였다. 기존 협상 모델은 가격과 배송 방법 같은 협상 항목에 대해 가중치만을 변경하여 만족도를 판단함으로써, 실질적인 항목의 변화는 없고 초기에 설정된 협상 항목이 변경되지 않는 문제점이 있었다. 본 연구에서는 다단계 전략을 사용하여 단계마다 사용자의 요구 사항을 변경시킬 수 있기 때문에, 초기에 설정한 협상 항목의 값이 단계별로 변경될 수 있어 사용자의 의도가 협상에 실질적으로 반영되는 효과가 있다. 더불어 오프라인 전자상거래에서는 구매자가 직접 상점을 방문하여 상품을 검색하고 협상하였다. 그러나, 본 연구에서는 이동중인 사용자의 인근에 위치한 상점 에이전트로부터 상품 정보를 받는다. 그 후에 에이전트가 구매 협상을 하기 때문에 사용자가 이동 중에 상가에 직접 들어가지 않고도 상품을 검색 및 협상 할 수 있는 장점이 있다. 본 논문에서는 제안한 모바일 쇼핑 에이전트를 구현하고, 협상 과정과 결과를 비교하여 모델의 타당성과 성능을 평가한다.

• Journal of the Korean Data and Information Science Society
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• v.27 no.2
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• pp.327-335
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• 2016

The People's Republic of China has vigorously been pursuing the internationalization of the Chinese Yuan or Renminbi after the financial crisis of 2008. In this view, an abrupt increase of use of the Chinese Yuan in the onshore and offshore markets are important milestones to be one of important currencies. One of the most frequently used methods to forecast volatility is GARCH model. Since a prediction error of the GARCH model has been reported quite high, a lot of efforts have been made to improve forecasting capability of the GARCH model. In this paper, we have proposed MLP-GARCH and a DL-GARCH by employing Artificial Neural Network to the GARCH. In an application to forecasting Chinese Yuan volatility, we have successfully shown their overall outperformance in forecasting over the GARCH.

• Proceedings of the Korean Institute of Navigation and Port Research Conference
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• 2019.11a
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• pp.193-194
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• 2019

Due to structural problems in the transportation market, such as fraudulent competition and multi-level transportation transactions, tariff are not properly refIected to the final trucker even if freight tariff are increased due to diesel price hikes and transportation cost increases. By Launched "standard tariff system" in 2017 based on the trucks, government would tried to guarantee the minimum tariff such that prevents overloading, speeding, and strain for trucker. However, It is necessary to analyze in advance the issue of the system and its impact on container freight. Thus, this study analyzes the issues and countermeasures related to the tariff system that is formed when the "Truck Safety Rates" is introduced, and also analyzes the influence factors of the expenditure cost on the container freight which is applied to the "Truck Safety Rates".

• The Journal of the Convergence on Culture Technology
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• v.7 no.3
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• pp.303-310
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• 2021

A method for developing a visual information concept that analogously compares and analyzes macroscopic data changes in a simple form is needed. The development of the visual information concept requires the selection of visualization form, selection of rhetorical effects, and selection of digital expression elements. Among them, an example of a rhetorical effect selection method for effectively delivering visual information to a user is presented. In this study, metaphorical rhetoric, which allows data comparison and analysis from a macroscopic point of view, was selected for stock price analysis by period and industry. We present a two-dimensional three-stage shape change using a dandelion with spreading cockle hair as a metaphor and a three-dimensional three-stage shape change information expression method using a coral peony flower that changes shape and color according to time as a metaphor. Using this rhetorical metaphor, it is possible to compare macroscopic trading changes and stock prices by industry.