• Proceedings of the Korean Society of Computer Information Conference
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• 2023.07a
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• pp.67-68
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• 2023

본 논문에서 제안한 Multi Agent Multi Action은 기존의 대화형 시스템 방식인 Single Agent Single Action 구조에 비해 확장성을 갖춘 대화 시스템을 구현하는 방식이다. 시스템을 여러 에이전트로 분할하고, 각 에이전트가 특정 액션에 대한 처리를 담당함으로써 보다 유연하고 효율적인 대화형 시스템을 구현할 수 있으며, 다양한 작업에 특화된 에이전트를 그룹화함으로써 작업의 효율성을 극대화하고, 사용자 경험을 향상 시킬 수 있다.

• Annual Conference of KIPS
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• 2024.10a
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• pp.993-994
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• 2024

항만은 넓은 범위와 복잡한 구조로 인해 효율적인 관리와 안전사고 대응이 어려운 장소이다. 이를 보완하기 위해 CCTV 가 존재하지만 기존에 항만 내에 설치된 CCTV 는 고정된 시스템으로 인한 이동성의 부족, 낮은 화질 등의 문제점이 존재하여 광범위한 항만을 실시간으로 관리하기에는 대응 능력이 제한적이다. 이처럼 사고가 발생해도 현장을 제대로 발견하기 어려운 상황 속에서 종사자들의 안전 보호구 미착용과 같은 부주의는 더 큰 화를 불러 일으킨다. 이러한 한계와 문제를 극복하고자 원격 조종으로 어디든 이동하며 캠을 통해 실시간으로 위험 상황을 모니터링하여 관리 및 대응하고, 객체 인식을 이용하여 규율 상의 안전 복장이 미흡한 종사자에 대해 인식하고 경고 시스템을 작동시킴으로써 사고를 미연에 방지하는 로봇을 개발하였다. 이를 통해 항만 종사자의 안전을 강화하고 항만 운영의 효율성을 향상시키고자 한다.

• Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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• v.22 no.8
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• pp.38-44
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• 2008

Internet Data Centers (IDCs), which are resulted by the rapid progress of Information Technology industry, consist of high-density digital loads with internet server systems. Introduction of DC distribution system may simplify the conventional electric power conversion system, and may result in the improvement of electric power efficiency. However, this conjecture has never been tested under Korean IDC environment. In this study, electric power efficiency of DC distribution system from KT Namsuwon IDC is contrasted with that of conventional AC distribution system from KT Bundang IDC. DC 48[V] based distribution system showed 13.2[%] higher efficiency than the conventional AC based distribution system. The further analysis with the assumption of DC 380[V] suggests efficiency improvement over 25[%] can be achieved.

• Journal of Internet Computing and Services
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• v.14 no.1
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• pp.63-69
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• 2013

Approximate Frequent pattern mining is to find approximate patterns, not exact frequent patterns with tolerable variations for more efficiency. As the size of database increases, much faster mining techniques are needed to deal with huge databases. Moreover, it is more difficult to discover exact results of mining patterns due to inherent noise or data diversity. In these cases, by mining approximate frequent patterns, more efficient mining can be performed in terms of runtime, memory usage and scalability. In this paper, we study the characteristics of an approximate mining algorithm based on probabilistic technique and run performance evaluation of the efficient approximate frequent pattern mining algorithm. Finally, we analyze the test results for more improvement.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.21 no.6
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• pp.1183-1190
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• 2017

With the development of network and IT technology, people are searching and purchasing items they want, not bounded by places. Therefore, there are various studies on how to solve the scalability problem due to the rapidly increasing data in the recommendation system. In this paper, we propose an item-based collaborative filtering method using Tag weight and a recommendation technique using MapReduce method, which is a distributed parallel processing method. In order to improve speed and efficiency, the proposed method classifies items into categories in the preprocessing and groups according to the number of nodes. In each distributed node, data is processed by going through Map-Reduce step 4 times. In order to recommend better items to users, item tag weight is used in the similarity calculation. The experiment result indicated that the proposed method has been more enhanced the appropriacy compared to item-based method, and run efficiently on the large amounts of data.

• Applied Chemistry for Engineering
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• v.30 no.6
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• pp.694-697
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• 2019

In recent years, titanium dioxide powders were produced as nanoparticles or nanowires or nanotubes in one-dimensional structure, and mesoporous spheres in 3-D to improve their crystallinities, which were further used as photo-electrode materials and for preventing photo-aging. In this study, a nano sol composed of titanium dioxide exhibiting a high crystallinity was synthesized using n-alcohol as a solvent. The crystallinity of the nano sol was confirmed by FE-SEM, and XRD, while the UV blocking rate confirmed by UV-Vis spectrometry results. Changes in the crystallinity were investigated by varying the types of solvents such as butanol, propanol and ethanol. The synthesized particle sizes were from 200 to 250 nm, and the optical transmittance showed a high blocking rate in the UVB and UVA range. It is expected that a high transmittance at 550 nm wavelength can increase the photoelectric conversion efficiency of solar cells and the UV blocking efficiency.

• Applied Chemistry for Engineering
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• v.33 no.6
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• pp.646-652
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• 2022

The dead-end anode (DEA) system is a method that closes the anode outlet and supplies fuel by pressure. The DEA method could improve fuel usage and power efficiency through system simplification. However, flooding occurs due to water and nitrogen back diffusion from the cathode to the anode during the DEA operation. Flooding is a cause of decreased fuel cell performance and electrode degradation. Therefore, tthe structure and components of polymer electrolyte membrane fuel cell (PEMFC) should be optimized to prevent anode flooding during DEA operation. In this study, the effect of a porous flow field with metal foam on fuel cell performance and fuel efficiency improvement was investigated in the DEA system. As a result, fuel cell performance and purge interval were improved by effective water management with a porous flow field at the cathode, and it was confirmed that cathode flow field structure affects water back-diffusion. On the other hand, the effect of the porous flow field at the anode on fuel cell performance was insignificant. Purge interval was affected by metal foam properties and shown stable performance with large cell size metal foam in the DEA system.

• Journal of Korean Society of Archives and Records Management
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• v.12 no.1
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• pp.189-207
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• 2012

It is necessary to diagnose the standard record management system when the system is being spread out to entire public organization and institutions. This study aims to analyze the standard record management system for improving system and revising the related standards in the future. This study evaluates the satisfaction on the interface and functional quality of the system through questionnaire survey on records managers. It is found that the satisfaction of functional quality is just above the line, but the interface fails to satisfy records managers. Also the reliability of the system appears to be higher satisfaction than efficiency and usability. Therefore, the study suggests that the standard records management systems should try to improve 'easy of use' and effectiveness and efficiency by implementing heavy batch job and promoting modulation of key function. And the study emphasizes that the standards will be revised with the long-term plan in order to develop standard records management system systematically and continuously.

• Proceedings of the Korean Information Science Society Conference
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• 2006.06d
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• pp.196-198
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• 2006

Ubiquitous Computing 시대가 도래하면서 USN은 다양한 분야에 적용되고 결국 지능형 유비쿼터스 센서 네트워크로 진화될 것이다. 센서네트워크는 네트워크를 구성하는 일정지역에 많은 수의 센서 노드가 배치되는 만큼 그에 따른 가장 큰 제약조건은 유한한 battery수명이다. 따라서 가용에너지가 작은 sensor node를 에너지 효율성을 고려하여 제작해서 적은 에너지 소모를 가지는 long-life sensor node를 만든다면 보다 현실적인 USN 실현에 가까이 갈수 있다. 여기에 우리는 DVS(Dynamic Voltage Sealing)라는 scheme을 기반으로 power-efficiency sensor node을 제작하였다. Variable Voltage을 CPU에 공급하거나 사용하지 않는 state에 있는 경우의 RF transceiver, clock, sensor등을 on/off control함으로서 성능향상을 가할 수 있다.

• Proceedings of The KACE
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• 2017.08a
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• pp.227-230
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• 2017

전 세계적으로 과학, 기술, 공학, 예술, 수학이 융합된 STEAM교육이 강조되고 있는 가운데 우리나라도 STEAM교육의 효율성을 높여줄 수 있는 콘텐츠에 대한 관심과 적용이 늘어가고 있다. 본 논문은 "공업입지론" 내용을 바탕으로 개발된 에듀테인먼트 콘텐츠의 교육적 효과를 향상시키고자 분석 피드백 기능을 강화하였다. 강화된 분석 피드백 기능은 첫째, 학습자가 공장 선택 조건과 각 공장의 장점 확인, 둘째, 상품의 운송조건 제시, 셋째, 학습 결과에 대한 분석이다. 이에 학습자가 콘텐츠를 통해 학습하는 과정에서 분석 피드백을 제공 받아 학습에 대한 이해도 등 교육적 효과를 향상 시키고자 한다.