• 가정과삶의질연구
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• 제29권1호
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• pp.41-53
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• 2011

Recently, workers are interested in work-life balance. However, most dual- income couples do not make the effort to achieve work-life balance in their everyday life compared with many workplaces that make various family-friendly policies available to them. Therefore, this study aims to suggest the necessity and process of work-life balance through career management over one's lifespan. The needs and resources of families are not the same during every stage of the family life cycle. Thus, dual-income couples should aim to invest in career management which includes balancing their work and their family when considering their future career and life. Additionally, they should try to match the needs and resources of both their work and their family by using family resources, workplace policies, and community networks.

• 대한전기학회논문지:전력기술부문A
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• 제52권8호
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• pp.463-470
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• 2003

This paper proposes an expert system, which is able to determine the problem-solving strategy for diversity events occurred on the distribution system. The events include events related to the fault, scheduled outage and optimal operating task such as feeder line fault, line scheduled outage, line overload, system load balancing, system loss minimization, main transformer fault, main transformer scheduled outage, main transformer overload, main transformer protection control. The expert system enhances the reliability of software designed by the integrated concept for the diversity events. The expert system is implemented in C language. And the effectiveness and accuracy for the expert system is verified by simulating the event cases for typical distribution model.

• 한국데이타베이스학회:학술대회논문집
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• 한국데이타베이스학회 1999년도 국제컨퍼런스 디지털컨텐츠 활용을 통한 지식경영의 확산
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• pp.99-109
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• 1999

최근 인터넷 쇼핑몰에 대한 연구는 초기 쇼핑몰 구축설계 기법 및 보안, 인증 등에 대한 관심을 넘어서 인터넷 쇼핑몰의 추진전략에 대한 연구로 확대되고 있다. 그러나 대부분의 경우에 인터넷 쇼핑몰 추진방식에 대한 단편적인 현황을 설명하는 수준에 그치고 있다. 특히, 실재 공간에서의 지원 활동이 차지하는 중요성에 대한 인식이 재평가되고 있으나, 이에 대한 연구의 추진은 거의 전무한 상황이다. 따라서 인터넷 쇼핑몰을 추진하고자 하는 기업이 수행하는 온라인(on-line) 및 오프라인(off-line) 활동의 특성과 이들 간의 균형을 위한 연구의 전략적 중요성이 매우 높다. 이에 본 연구에서는 성공적인 인터넷 쇼핑몰 사업을 추진하기 위한 전략 연구의 일환으로 사례분석을 통해 온라인상과 오프라인상의 균형된 시각을 수립하는 데 도움이 되는 프레임워크를 제시한다.

• Journal of Information Technology Applications and Management
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• 제25권2호
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• pp.73-90
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• 2018

Despite of increasing studies for product recommendation, the recommendation of product repurchase timing has not yet been studied actively. This study aims to propose deep neural network models usingsimple purchase history data to predict the repurchase timing of each customer and compare performances of the models from the perspective of prediction quality, including expected ROI of promotion, variability of precision and recall, and diversity of target selection for promotion. As an experiment result, a recurrent neural network (RNN) model showed higher promotion ROI and the smaller variability compared to MLP and other models. The proposed model can be used to develop a CRM system that can offer SMS or app-based promotionsto the customer at the right time. This model can also be used to increase sales for product repurchase businesses by balancing the level of ordersas well as inducing repurchases by customers.

• 한국정보처리학회:학술대회논문집
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• 한국정보처리학회 2003년도 춘계학술발표논문집 (상)
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• pp.109-112
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• 2003

고성능의 웹 서비스를 지원하기 위하여 LVS 시스템을 구축하는 경우가 증가하고 있다. LVS 시스템에는 각 RealServer에 부하를 적절히 분산하여 시스템의 구성을 유지하는 부하 분배작업이 매우 중요하다. 본 논문에서는 SNMP 메시지를 사용하여 분배서버가 RealServer의 부하 상태를 획득할 수 있도록 구성하였다. 또한, 분배서버가 메모리 사용량, 부하량의 정보를 각 RealServer로부터 주기적으로 수집하고 이 정보를 바탕으로 동적 가중치를 계산한 뒤 가중치 갱신을 위한 주기 사이의 실시간 접속자 수를 부가하여 RealServer를 선정하는 동적 부하 분산 방법을 제안한다. 제안된 방법은 간단한 구성의 시스템에서 실험되었으며 잘 동작하는 것으로 확인되었다.

• 조명전기설비학회논문지
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• 제29권2호
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• pp.54-61
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• 2015

In 3-phase 4-wire inverter, the unbalanced loads cause to increase the neutral current which brings the voltage deviation between the split dc-link capacitors to be larger. In order to solve this problem, a neutral leg is provided additively to the ordinary inverter circuit and the associated control methods are devised. This paper proposes a new neutral-leg controller based on a PR controller and shows relatively good performance even under unbalanced linear loads and nonlinear loads. The proposed control strategy illustrates its effectiveness under the various operating conditions through simulation works.

• 대한기계학회논문집A
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• 제29권1호
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• pp.38-44
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• 2005

Many mid-sized companies in Korean automotive industry have attempted to solve the lack of human power, to control the quality of components, to improve the production rate, and to innovate the manufacturing line. The goals of this study are to analyze the production rate of an automotive component manufacturing line using simulation software, to construct a Flexible Automation Subassembly (FAS) system and to suggest an optimized layout design using FAS line. In this research, the simulation model for manufacturing line was developed and used the realistic data of a medium sized company in Korean automotive industry. To complete this research, a simulation software 'ARENA' was used. This research analyzed the work distribution strategy and cycle time element for production flow and proposed an optimized layout to resolve line balancing problem which would bring the improved production rate.

• 한국컴퓨터정보학회논문지
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• 제23권12호
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• pp.145-151
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• 2018

While commercialization of IoT technologies in the safety management sector is being promoted in terms of industrial safety of large indoor businesses, implementing a system for risk management of small outdoor work sites with frequent site movements is not actively implemented. In this paper, we propose an efficient dynamic workload balancing strategy which combined low-power, wide-bandwidth (LPWA) communication and low-power Bluetooth (BLE) communication technologies to support customized risk management alarm systems for each individual (driver/operator/manager). This study was designed to enable long-term low-power collection and transmission of traffic information in outdoor environment, as well as to implement an integrated real-time safety management system that notifies a whole field worker who does not carry a separate smart device in advance. Performance assessments of the system, including risk alerts to drivers and workers via Bluetooth communication, the speed at which critical text messages are received, and the operation of warning/lighting lamps are all well suited to field application.

• 대한임베디드공학회논문지
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• 제16권3호
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• pp.113-117
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• 2021

The data gathering delay and the network lifetime are important indicators to measure the service quality of wireless sensor and actuator networks (WSANs). This study proposes a dynamically cluster head (CH) selection strategy and automatic scheduling scheme of collectors for prolonging the network lifetime and shorting data gathering delay in WSAN. First the monitoring region is equally divided into several subregions and each subregion dynamically selects a sensor node as CH. These can balance the energy consumption of sensor node thereby prolonging the network lifetime. Then a task allocation method based on genetic algorithm is proposed to uniformly assign tasks to actuators. Finally the trajectory of each actuator is optimized by ant colony optimization algorithm. Simulations are conducted to evaluate the effectiveness of the proposed method and the results show that the method performs better to extend network lifetime while also reducing data delay.

• 한국컴퓨터정보학회:학술대회논문집
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• 한국컴퓨터정보학회 2020년도 제61차 동계학술대회논문집 28권1호
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• pp.41-42
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• 2020

머신러닝이 보편화되면서 모델 학습을 돕기 위한 머신러닝 및 데이터과학 도구의 수요가 증가하고 있다. 머신 러닝을 사용하는 연구에서는 다양한 파라미터에 대한 실험이 진행되어 많은 학습 부산물이 생성 된다. 하지만 기존의 학습 부산물을 관리하는 프레임워크는 하나의 실험을 진행하는데 모든 경우의 수를 진행해 그 규모가 크다. 본 연구는 기존의 도구가 가지는 규모 문제를 개선하고, 주기적으로 메일을 사용자에게 전송해 실험과정을 보고하는 새로운 도구를 제안한다. 이러한 시스템은 학습과정에서 사용자가 의도한 파라미터의 학습이 진행되는지 추적가능하다.