• 디지털콘텐츠학회 논문지
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• 제5권1호
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• pp.54-60
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• 2004

본 논문에서 이러한 인터넷 환경에서 자신에게 필요한 정보를 빠르게 확보하기 위한 방법으로 설문조사와 원서 접수를 이용하였으며, 이는 인터넷이 급격하게 보급됨으로 환경 변화에 신속 정확하게 대처하기 위한 질 높은 정보들이 기업이나 개인에게 필요하게 되었다. 웹 GUI 환경을 기반으로 하여 사용자의 편의성을 제공하였고 Agent 개념을 도입하여 설문조사와 원서 접수가 등록되면 자동으로 적합한 정보를 검색하여 사용자에게 제공하여 줌으로 흥미 유발과 참여도를 높일 수 있다. 또한 정보의 빠른 수집이 가능하여 짐에 따라 사용자의 의사결정에 도움을 준다.

• World Technopolis Review
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• 제1권4호
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• pp.264-275
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• 2013

This paper presents the concept of the National Science and Technology Park (NSTP) in Islamabad, Pakistan. Keeping in line with Karl Popper's Piecemeal Social Engineering theory, a critical-pragmatic approach is adopted in shedding light on the strategic thrusts and expected outcomes of this knowledge-driven, entrepreneurially-spirited, multi-industry project. Based on Triple-Helix perspectives, we investigate the role of the National University of Sciences and Technology, Islamabad in efforts aimed at developing NSTP as an intermediary hybrid organization that enhances industry-academia-government linkages, with the potential to serve as an engine for regional and national economic growth and competitiveness.

• 전자통신동향분석
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• 제39권3호
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• pp.36-47
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• 2024

Low Earth Orbit (LEO) satellite communications has become a crucial technology for next-generation communication networks owing to its hyperconnectivity capabilities. We examine the progress and application areas of LEO satellite communication services. The LEO satellite communication industry has transitioned from being predominantly driven by governments and institutions to being led by the private sector, following the trajectory of the NewSpace movement. Leading corporations such as SpaceX Starlink and Eutelsat OneWeb are deploying LEO satellite networks to offer internet services, while Telesat is preparing to establish its satellite communication network. LEO satellite communications is expected to have a major impact on various sectors of society, particularly for upcoming sixth-generation services. Therefore, the South Korean government must promptly formulate policy support strategies aimed at invigorating the LEO satellite communication industry. This can be achieved through initiatives such as bolstering research and development and extending corporate assistance.

• 응용통계연구
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• 제31권3호
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• pp.367-382
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• 2018

회사채 신용 등급 예측 모형에 대한 연구는 신용 평가 기관이 회사채 신용 등급 평가에 사용될 것이라 예상 되는 여러 재무적 특성 변수들을 기반으로 진행되었으며 선형 회귀 모형(linear regression), 순위 로짓(ordered logit), 순위 프로빗(ordered probit), 서포트 벡터 기계(support vector machine), 랜덤 포레스트(random forest) 등 다양한 모형들을 적용하여 개발되었다. 하지만 기존 연구들에서 고려한 회사채 신용 등급은 연구에 따라 5등급에서 20등급까지 다른 등급 구간을 적용하였으며 분석에 이용된 표본 자료의 기간 및 대상도 상이하여 예측 성능의 공정한 비교에 어려움이 있다. 따라서 본 연구에서는 2013년부터 2017년까지의 회사채 신용 등급 자료와 기존 연구들에서 사용된 재무 지표들을 통합하여 기존에 발표된 예측 모형들을 동일한 자료에 적용하고 예측 성능을 비교하였다. 추가적으로 Elastic-net 벌점화 회귀 모형 및 순위 로짓, 순위 프로빗 모형을 적합하여 LASSO 벌점이 선택됨을 확인하였으며 LASSO 벌점을 고려한 예측 모형이 대응하는 기존의 예측 모형들보다 향상된 성능을 보임을 확인하였다. 본 연구의 수행 결과, 랜덤 포레스트를 이용한 예측 모형이 15등급 기준 검증 자료에서 정확한 등급 예측률이 69.6%로 다른 모형과 비교하여 높은 예측 성능을 나타내었다.

• 대한의용생체공학회:의공학회지
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• 제29권6호
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• pp.493-501
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• 2008

In this paper, a novel system is proposed to measure skin hydration using the susceptance method. This system largely consists of a low-voltage(${\pm}2.6$ V) driven circuit and minimized electrodes of size($5{\times}5mm^2$). To evaluate the accuracy of the novel system in measuring skin hydration, skin hydration values from 105 subjects are measured by the proposed system. The measurements are then compared to those obtained by the golden reference device based on the capacitance method in terms of Intraclass Correlation Coefficient(ICC) and correlation coefficient. All measurements are performed on 7 sites, which are forehead, Crow's foot, cheek, chin, volar forearm, dorsal forearm, and back of the hand, in a room where the temperature and humidity are maintained at an uniform level of $22{\pm}2^{\circ}C$ and $50{\pm}5%$, respectively. ICC values are above 0.9(p=0.001), signifying that the skin hydration values measured by the two methods show a good level of reliability. Correlation coefficient between the two methods is also 0.562(p=0.001). Based on these results, it is expected that the proposed system may be applicable in a variety of clinical or cosmetic areas.

• 디지털융복합연구
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• 제19권5호
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• pp.197-205
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• 2021

최근 리테일 산업계에서는 COVID-19 등의 다양한 외부 환경 위협으로부터의 대응과 AI 기술을 활용한 경쟁력을 갖추기 위한 정보기술 융합 및 활용 요구가 증가하고 있으나 리테일 산업에서의 데이터를 활용하기 위한 연구와 응용 서비스의 활용사례가 매우 부족하다. 본 연구는 CCTV 영상 데이터 기반의 AI 활용 응용 서비스 활용 사례연구로 리테일 공간에서의 CCTV 영상 데이터 수집, 객체 탐지 및 추적 AI 모델 활용, 실시간 추적된 객체와 트래킹 데이터를 저장하기 위한 시계열 데이터베이스 활용, 시계열 데이터를 활용한 모니터링, 리테일 공간의 혼잡도와 관심도를 분석하기 위한 히트맵, 리테일 공간에서의 실시간 상황 모니터링, COVID-19와 같은 사회적 위협으로부터의 접촉자 분석과 추적을 위한 사회적 거리 두기 현황, 비인가자의 보안 구역의 접근 모니터링 애플리케이션을 설계하고 이를 실제 구현하여 리테일 공간에서의 CCTV 영상 데이터를 활용한 애플리케이션 설계를 통해 CCTV 영상 데이터 기반의 AI 융합 응용 서비스 활용 모델을 제시하였으며, 실제 구현을 통해 설계된 활용 모델을 검증하였다.

• 농촌계획
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• 제16권4호
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• pp.157-169
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• 2010

This study has intended to devise a comprehensive rural planning, driven by residents based on ecological rural amenity paradigm for Busu area, Boeun-gun, South Korea. To reach the goal, this study has performed the following processes. First, we have analyzed the elements of threat, opportunity, weakness, and strength in both inside and outside village through 'SWOT analysis. Second, through strategic analysis and consultation, we have proposed developmental directions of Busu area. Third, based on an ecological rural amenity planning system composed of ecological economy system, ecological environment system, ecological history-culture system, ecological image system, and ecological society system, we have suggested research projects of each system Fourth, we selected projects through a general meeting with all stakeholders. Fifth, the selected projects were applied to Busu area by village residents and experts. Finally, the projects, which were appraised and revised by experts, residents, and governmental officers, were composed of ecological scenic agriculture center, resident's site for city dweller, energy independent village, eco-road, eco-pond, ecological park and parking lot, restoration of traditional culture, zone of ecological scenic agriculture, eco-tunnel, eco-fence, landmark, corporate identity, community center, forum and seminar, and education for residents' empowerment.

• 한국정보디스플레이학회:학술대회논문집
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• 한국정보디스플레이학회 2005년도 International Meeting on Information Displayvol.I
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• pp.575-579
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• 2005

A beautiful, flexible active-matrix electrophoretic display (AM-EPD) device is reported. The flexible AM-EPD device has a $40.0{\times}30.0\;mm^2$ display area, measures about 0.27 mm in thickness, weighs about 0.45 g and possesses only 20 external connections. The flexible AM-EPD device displays clear black-and-white images with 5 gray-scales on $160{\times}120$ pixels. The display is free from residual image problems, because we use an area-gray-scale method on $320{\times}240$ EPD elements, each of which is driven with binary signals. Each pixel consists of 4 EPD elements. In addition, since the response time of the electrophoretic material is as long as approximately 400 ms and since the display possesses a large number of EPD elements, we have developed a special driving method suitable for changing EPD images comfortably. A complete image is formed on the AM-EPD device, consisting of a reset frame and several, typically 6, image frames.

• 산업경영시스템학회지
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• 제35권4호
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• pp.149-161
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• 2012

The current environment of technological and competitive changes influences not only the business R&D environment but also government driven national R&D strategies. Open innovation has now become an important paradigm that is replacing the outdated paradigm of closed innovation. Many companies and nations have been increasing R&D investment because R&D has been considered a driving force for national and corporate competitive advantage. The purpose of this paper is to evaluate and compare the performance of R&D focused on open innovation according to scientific and technological outputs which is based on paper publications, patents and etc. Comparisons should not be only based on the quantity but also on the quality of the output. This paper shows that it is possible to develop DEA models that utilize the Analytical Hierarchical Process in order to transform the qualitative index into a quantitative index. Hence, the relative efficiency for R&D organizations is obtained based on both quantity and quality outputs and subsequently provides comprehensive and realistic methods for decision makers to identify levels of project efficiency.

• 경영과학
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• 제24권2호
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• pp.157-176
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• 2007

Fuzzy cognitive map(FCM) has long been used as an effective way of constructing the human's decision making process explicitly. By taking advantage of this feature, FCM has been extensively used in providing what-if solutions to a wide variety of business decision making problems. In contrast, the goal-seeking analysis mechanism by using the FCM is rarely observed in literature, which remains a research void in the fields of FCM. In this sense, this study proposes a new type of the FCM-based goal-seeking analysis which is based on utilizing the genetic algorithm. Its main recipe lies in the fact that the what-if analysis as well as goal-seeking analysis are enabled very effectively by incorporating the genetic algorithm into the FCM-driven inference process. To prove the empirical validity of the proposed approach, valid questionnaires were gathered from a number of experts on software sales, and analyzed statistically. Results showed that the proposed approach is robust and significant.