• 한국지능시스템학회논문지
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• 제26권6호
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• pp.452-457
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• 2016

본 논문은 택시 탑승 불안감을 감소시키고 승객의 만족도를 증가시키기 위하여 비콘 단말기를 사용한 택시안심이용시스템을 제안하였다. 먼저 택시 내부에 간편하게 장착 할 수 있는 USB형태의 저전력 비콘 단말기를 설계하였으며, 비콘 신호세기를 이용한 거리 및 위치 추정 방법을 제안하였다. 비콘 신호를 기반으로 동작하는 승객 및 운전자의 모바일 어플리케이션을 개발하였으며, 택시 승객의 상황 인식, 위치 측위, 위험 관리 및 알림 등을 수행하는 중앙관제실의 서버용 운영프로그램도 개발하였다. 또한 택시 승객의 상하차 및 거리 인식을 통하여 사고 위험 관리 방법도 제안하였다. 본 연구에서 제안한 방법들은 실제 실험을 통해 적용 가능성과 유용성을 검증하였다.

• 실천공학교육논문지
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• 제12권1호
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• pp.213-230
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• 2020

지금까지 학교 교육은 교육 예산 및 시설, 프로그램 등이 다양하게 투입되었지만 그 성과 평가는 명확하게 이루어지지 못했다. 본 연구는 전국 고등학교에서 학생들을 위한 교육 지원의 효율성을 분석하는 모델을 제시하였다. 학생 교육지원이 비슷한 학교의 운영 효율성을 분석하기 위하여 1차적으로 EM 군집분석을 수행한 후, 군집별로 상대적 효율성을 Network DEA를 이용하여 분석하였다. 본 연구에서 Network DEA는 학교 인프라 측면의 6개 투입요소, 1차적 산출 요소인 학업지속자, 학교 프로그램 측면의 10개 2차 투입 요소, 2차적 산출 요소인 진학자와 취업자, 연결 변수인 1인당도서관이용률을 고려하여 분석하였다. 효율성 분석 결과를 기반으로 벤치마킹할 대상을 선정하기 위해 유클리드 거리 계산방법을 적용하여 Tier분석을 수행하였다. 본 연구에서는 전국의 일반계고등학교와 직업계고등학교에서의 학생 교육지원 데이터를 수집하여 교육 지원의 효율성을 분석하는 모델을 적용하였다. 단계적 벤치마킹방안은 벤치마킹 대상 선택의 문제점을 보완하기 위해 비효율적인 학교의 요소를 고려하여 단계적으로 효율성 개선 대상을 선정하도록 제안하였다. 학생 교육지원 효율성이 낮은 학교가 학생 교육지원의 효율적 운영을 위한 단계적 벤치마킹을 하는데 기초적 자료로 활용될 것으로 기대된다.

• 대한건축학회논문집:계획계
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• 제36권3호
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• pp.21-30
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• 2020

This study explores institutions that provide comprehensive services to senior citizens, including welfare, healthcare, and housing support. These institutions can be defined as centers that offer continual care and carry out policies related to senior citizens. In such institutions, senior citizens have access to information about aging and senior services. First, this study reviewed prior research on senior comprehensive support institutions and their accessibility, and the data led to several findings about the needs of the senior citizens and the proper locations of senior comprehensive support institutions. And this study used surveys to gather information on senior citizens' perceptions of services at such institutions. The survey results indicated that the elderly agreed with the priorities of comprehensive support institutions, and that it would be more convenient to visit such institutions if there were more than one per Dong (administrative district of Seoul). In response to these results, the ideal radius of each administrative district in the metropolitan area of Korea was investigated. Finally, the study also discussed the adequacy of this distance in comparison to that of current institutions in Japan. Combining these results, the study concludes that comprehensive support institutions for the citizens should be created and suggests appropriate distances and locations of such institutions.

• 한국정보시스템학회지:정보시스템연구
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• 제15권2호
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• pp.1-29
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• 2006

The recent development of IT, consolidation of communication and multimedia technology have brought enormous changes in many organizations. Theses changes are enabling the new educational opportunities such as distance teaming and virtual class room. Recently, e-Learning has grown rapidly in business training field, In the context of companies, e-Learning has merits in terms of access convenience, costs reduction self-directed learning, reciprocity, and flexibility. In this regard, the primary purpose of this study is to investigate which factors of e-Learning influence the effectiveness of education and transfer of loaming in business organizations. Based on the prior studies of the education and business training field, research model and research hypotheses were developed. Factors studied in this paper were as follows: 1) learners' characteristics, 2) organizational support and 3) system environments. The results of our study are as follows. (1) Motivation perceived usefulness in Learner factors had an significant influence on both learning effectiveness and transfer of teaming, whereas Ability, expectation had an influence on transfer of teaming. (2) Support from peer, support from supervisor in Organization factors had an significant influence on both Loaming effectiveness and transfer of teaming, whereas support from organization had influence on learning effectiveness. (3) Appropriate contents in system circumstance had an significant influence on both teaming effectiveness and transfer of teaming, whereas interface design had an influence on learning effectiveness.

• International Journal of Fuzzy Logic and Intelligent Systems
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• 제7권1호
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• pp.1-6
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• 2007

The SVDD (support vector data description) is one of the most well-known one-class support vector learning methods, in which one tries the strategy of utilizing balls defined on the feature space in order to distinguish a set of normal data from all other possible abnormal objects. Recently, with the objective of generalizing the SVDD which treats all training data with equal importance, the so-called D-SVDD (density-induced support vector data description) was proposed incorporating the idea that the data in a higher density region are more significant than those in a lower density region. In this paper, we consider the problem of further improving the D-SVDD toward the use of a partial reference set for testing, and propose an LMI (linear matrix inequality)-based optimization approach to solve the improved version of the D-SVDD problems. Our approach utilizes a new class of density-induced distance measures based on the RSDE (reduced set density estimator) along with the LMI-based mathematical formulation in the form of the SDP (semi-definite programming) problems, which can be efficiently solved by interior point methods. The validity of the proposed approach is illustrated via numerical experiments using real data sets.

• 한국정보통신학회:학술대회논문집
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• 한국해양정보통신학회 2010년도 춘계학술대회
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• pp.385-388
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• 2010

시각장애인은 움직임에 대한 제한으로 상대적으로 교육의 공평한 기회가 제공되고 있지 못한다. 본 논문에서는 시각장애인들이 정보격차 해소는 물론 웹 접근에 관한 연구와 시각장애인들의 정보습득 방법에 대한 선호도를 분석 조사하고 분석한다. 이 자료를 통해 시각장애인을 대상으로 한 초고속통신망에서 인터넷 웹서비스를 이용한 교육지원서비스 시스템을 설계하고, 분석하고, 실시간으로 교육 정보를 주고받을 수 있는 커뮤니티 프로그램을 개발하여, 원격에서 재택 교육지원시스템 활성화 방안을 제시하여 시각장애인의 교육지원 정보 접근서비스에 기여하고자 한다.

• 한국안광학회지
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• 제14권2호
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• pp.1-8
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• 2009

목적: 본 연구는 서로 다른 기준에 따른 P.D로 제작된 근용 안경을 각각 착용시킨 후에 상대적인 피로 정도를 비교하는 것이 목적이다. 방법: 근용 안경의 굴절력[원용 안경의 굴절력(-)]이 (-)인 사람에게는 원용 P.D와 근용 P.D-B로 제작된 안경을 장용시켜 안정피로 정도를 비교하였고, 근용 안경 굴절력이 (+)[원용 안경 굴절력(+)]인 사람에게는 근용 P.D-B, 원용 P.D, 근용 P.D-A로 조제된 안경을 장용시켜 안정피로 정도를 비교하였다. 근용 P.D-A란 원용 안경의 근거리 시점에서 발생한 기저외방의 프리즘 값과 근용 안경의 시점에서 발생한 프리즘 값이 같도록 감소된 단초점 근용 안경의 중심점간 거리를 의미한다. 결과: 근용 안경의 굴절력[원용 안경 굴절력(-)]이 (-)인 경우에는 원용 P.D로 조제 가공한 경우에 안정피로가 상대적으로 적었다. 근용 안경의 굴절력이 (+)인 경우에는 단정적으로 어떤 설계점 결정방식이 옳다고 확신 할 수는 없지만 데이터 결과에 의할 경우는 근용 P.D-A로 조제 가공한 경우에 상대적으로 더 적은 안정피로를 유발 하였다. 결론: 근용 안경의 굴절력[원용 안경 굴절력(-)]이 (-)인 경우에는 이전의 원용 안경을 착용하고 근거리를 주시한 경우에 근용 주시점에서의 기저내방(Base In)의 효과를 통해 폭주요구량은 감소된다. 따라서 근용 안경(-)은 근거리에서 폭주를 도와준다. 왜냐하면 기저내방의 효과가 원용 안경에 비해 상대적으로 작아졌기 때문이다. 근용 안경의 굴절력[원용 안경 굴절력(+)]이 (+)인 경우에는 상황에 따라 근용 P.D-B, 근용 P.D-A, 원용 P.D를 통해 설계점을 결정 할 수 있다.

• Asian-Australasian Journal of Animal Sciences
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• 제22권9호
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• pp.1234-1240
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• 2009

Gene flow, genetic structure and differentiation of Kutchi, Mehsana and Sirohi breeds of goat from North-Western India were evaluated based on 25 microsatellite markers so as to support breed conservation and improvement decisions. The microsatellite genotyping was carried out using an automated DNA sequencer. The gene diversity across the studied loci for the Kutchi breed varied from 0.57 (ILST 065) to 0.93 (OarFCB 304, OMHC 1, ILSTS 058) with an overall mean of 0.79${\pm}$0.02. The corresponding values for Mehsana and Sirohi breeds were 0.16 (ILST 008) to 0.93 (OMHC 1, ILSTS 058) with an average of 0.76${\pm}$0.04, and 0.50 (ILSTS 029) to 0.94 (ILSTS 058) with an average of 0.78${\pm}$0.02, respectively. The Mehsana breed had lowest gene diversity among the 3 breeds studied. All the populations showed an overall significant heterozygote deficit ($F_{is}$). The Fis values were 0.26, 0.14 and 0.36 for Kutchi, Mehsana and Sirohi goat breeds, respectively. Kutchi and Mehsana were more differentiated (16%) followed by Mehsana and Sirohi (13%).The measures of standard genetic distance between pairs of breeds indicated that the lowest genetic distance was between Kutchi and Sirohi breeds (0.73) and the largest genetic distance was between Mehsana and Kutchi (1.0) followed by Sirohi and Mehsana (0.75) breeds. Mehsana and Kutchi are distinct breeds and this was revealed by the estimated genetic distance between them. All measures of genetic variation revealed substantial genetic variation in each of the populations studied, thereby showing good scope for their further improvement.

• The Journal of the Acoustical Society of Korea
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• 제27권2E호
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• pp.57-63
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• 2008

Stethoscopic auscultation is still one of the primary tools for the diagnosis of heart diseases due to its easy accessibility and relatively low cost. It is, however, a difficult skill to acquire. Many research efforts have been done on the automatic classification of heart sound signals to support clinicians in heart sound diagnosis. Recently, hidden Markov models (HMMs) have been used quite successfully in the automatic classification of the heart sound signal. However, in the classification using HMMs, there are so many heart sound signal types that it is not reasonable to assign a new class to each of them. In this paper, rather than constructing an HMM for each signal type, we propose to build an HMM for a set of acoustically-similar signal types. To define the classes, we use the KL (Kullback-Leibler) distance between different signal types to determine if they should belong to the same class. From the classification experiments on the heart sound data consisting of 25 different types of signals, the proposed method proved to be quite efficient in determining the optimal set of classes. Also we found that the class determination approach produced better results than the heuristic class assignment method.

• International Journal of Fuzzy Logic and Intelligent Systems
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• 제11권3호
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• pp.165-170
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• 2011

Due to advances in hardware performance, user-friendly interfaces are becoming one of the major concerns in information systems. Linguistic conversation is a very natural way of human communications. Fuzzy techniques have been employed to liaison the discrepancy between the qualitative linguistic terms and quantitative computerized data. This paper deals with linguistic queries using clustering results on data sets, which are intended to retrieve the close clusters or distant clusters from the clustering results. In order to support such queries, a fuzzy technique-based method is proposed. The method introduces distance membership functions, namely, close and distant membership functions which transform the metric distance between two objects into the degree of closeness or farness, respectively. In order to measure the degree of closeness or farness between two clusters, both cluster closeness measure and cluster farness measure which incorporate distance membership function and cluster memberships are considered. For the flexibility of clustering, fuzzy clusters are assumed to be formed. This allows us to linguistically query close or distant clusters by constructing fuzzy relation based on the measures.