• 스마트미디어저널
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• 제5권3호
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• pp.54-61
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• 2016

다양한 스마트 디바이스의 발전에 따라 거리, 공간의 제약 없이 실시간으로 의사소통, 정보공유 등이 가능한 SNS(Social Network Service)를 즐기는 사용자(User)가 증가하고 있다. 의사소통, 관계 형성에 중점을 두었던 SNS 사용자들이 정보공유의 기능으로 SNS를 활용하는 추세이다. 본 논문에서는 사용자의 SNS 게시글을 이용하여 카테고리를 추출하고 정보제공자(Information provider)를 팔로잉 추천해주는 방법을 기술한다. 게시글의 텍스트에서 단어를 분류하고 빈도수를 측정하며, 머신 러닝 기법 중 하나인 CNN(Convolutional Neural Network)을 바탕으로 구축한 Inception-v3 모델을 이용하여 이미지를 단어로 분류한다. 텍스트와 이미지에서 분류한 단어를 DMOZ 기준으로 카테고리 분류하여 정보제공자 DB를 구축한다. 정보제공자 DB의 카테고리와 게시글에서 분류한 사용자의 카테고리를 비교한다. 카테고리가 일치할 경우 카테고리에 분류되어 있는 정보 제공자들를 대상으로 유사도를 측정하여 가장 비슷한 정보제공자의 계정을 추천해주는 방법에 대해 제안한다.

• 전자통신동향분석
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• 제34권4호
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• pp.23-31
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• 2019

Deep learning is a hot topic in both academic and industrial fields. Deep learning applications can be categorized into two areas. The first category involves applications such as Google Alpha Go using interfaces with human operators to run complicated inference engines in high-performance servers. The second category includes embedded applications for mobile Internet-of-Things devices, automotive vehicles, etc. Owing to the characteristics of the deployment environment, applications in the second category should be bounded by certain H/W and S/W restrictions depending on their running environment. For example, image recognition in an autonomous vehicle requires low latency, while that on a mobile device requires low power consumption. In this paper, we describe issues faced by embedded applications and review popular inference engines. We also introduce a project that is being development to satisfy the H/W and S/W requirements.

• 한국IT서비스학회지
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• 제4권1호
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• pp.117-128
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• 2005

When we conduct development of a large-size SI project, it is highly necessary to utilize an appropriate application framework which helps to build a qualified software with high productivity in a short period of time. In this paper, we propose the architecture of a dynamically reconfigurable CBD application integration framework that has been used for developing large-scale e-business applications to achieve high development productivity and maintainability. This Integration framework can easily extend its functionalities, and dynamically change its configuration during run time according to the business category, such as applying interaction patterns among main components in software architecture, rules, policies, and environmental parameters. Dynamic reconfiguration has the feature to make applications be easily customized for changeable requirements. Through our application integration framework, huge sizes of contents can be managed according to the business category as well, by keeping configuration informations and huge volumes of source codes. In order to evaluate out application integration framework in terms of performance criteria, we present experimental results of throughputs from the framework by yielding dynamic configuration without any performance degradation.

• 한국수학교육학회지시리즈D:수학교육연구
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• 제15권1호
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• pp.59-68
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• 2011

This paper proposes a modified category framework derived from VAMP and VIMT projects for describing teachers' mathematical and pedagogical values, and examines the dialectical relations between values awareness/willingness and teaching, based on case studies of student teachers of secondary mathematics from a follow-up project of VIMT. The preliminary results show that student teachers would teach certain values depending on the awareness of values priority, willingness to teach, their teaching capabilities and classroom conditions. So, mathematics teacher educators should provide relevant courses to facilitate student teachers to be aware of their implicit values and be willing to enact these values, and to empower student teachers with the knowledge and experiences to teach the values.

• Communications for Statistical Applications and Methods
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• 제27권2호
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• pp.201-210
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• 2020

Baseline-category logit random effects models have been used to analyze longitudinal nominal data. The models account for subject-specific variations using random effects. However, the random effects covariance matrix in the models needs to explain subject-specific variations as well as serial correlations for nominal outcomes. In order to satisfy them, the covariance matrix must be heterogeneous and high-dimensional. However, it is difficult to estimate the random effects covariance matrix due to its high dimensionality and positive-definiteness. In this paper, we exploit the modified Cholesky decomposition to estimate the high-dimensional heterogeneous random effects covariance matrix. Bayesian methodology is proposed to estimate parameters of interest. The proposed methods are illustrated with real data from the McKinney Homeless Research Project.

• 국제학술발표논문집
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• The 4th International Conference on Construction Engineering and Project Management Organized by the University of New South Wales
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• pp.292-298
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• 2011

In this study we examine Taiwan's overall performance in accordance with sustainable construction by developing an appraisal indicator framework. The framework consists of five layers, from bottom to top: the indicator; the indicator category; the core cluster; the theme; and the overall performance. The procedure for the development of a sustainable construction indicator system is outlined. Finally, a framework consists of 3 themes, 10 core clusters, and 33 indicator categories are established. Following the established framework, 67 proper indicators are selected for each category in the framework, and data of the 53 indicators are collected respectively from a nation's statistical databank in Taiwan. Sustainable construction index aggregated step-by-step from the indicators, the indicator categories, the core clusters and the themes is computed to assess Taiwan's progress in sustainable construction. The preliminary results and the discussion are reported.

• 무역학회지
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• 제42권5호
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• pp.161-182
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• 2017

본 연구는 '프로젝트 이해관계자 관리 모델'을 응용하여, 한국의 통상협상에서 중요한 역할을 하는 국내 이해관계자들을 식별 및 체계화하고, 이들의 참여 관리 및 갈등통제 방안을 제안하고자 한다. 퍼트남(Putnam)의 양면게임('two-level' game) 모델에 따른 대내협상 원활화의 기본은 정부와 통상협상 내·외부 이해관계자들 간의 의사소통 시스템을 구조적으로 확보하는 것이다. 이를 위해 현존하는 한국 통상협상 이해관계자를 구체적으로 식별하고 그 특징을 분석할 필요가 있다. 프로젝트 이해관계자 관리 모델은 이해관계자 식별, 관리 계획 수립, 참여 관리 및 참여통제의 4단계로 나뉜다. 본 연구는 국내 통상협상 이해관계자 식별 및 분석 후 소비자와 노동자들을 위한 공식 채널 마련, 국내대책기구의 일원화 등을 제안한다.

• 한국건설관리학회:학술대회논문집
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• 한국건설관리학회 2001년도 학술대회지
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• pp.347-352
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• 2001

도심재개발 사업은 도시의 쇠퇴해진 기능을 회복하고 토지이용을 높이기 위하여 시행되는 사업이나 다양한 참여주체와 이 주체들간의 상이한 기대목표, 도심지라는 지리적 위치로 인한 고지가, 고 밀도 개발요구, 장기간의 사업기간, 막대한 자금의 소요 등은 타당성 분석을 어렵고 복잡하게 만든다. 이러한 도심재개발사업의 특수성 때문에 타당성 분석에서 다루어야 한 요인들이 다양해지고 신뢰 있는 분석이 요구되나, 타당성분석의 어려움으로 인하여 도심재개발 사업의 미 착수, 사업중단, 사업지연의 상황을 발생시키고 있다. 따라서 본 연구에서는 도심재개발 사업의 타당성 분석에서 반드시 다루어야 할 경제/재무 관련요인, 법적/제도적 관련요인, 시장관련요인, 기술적 관련요인, 갈등관계 관련요인 등5개 범주로 분류되는 총45개의 요인을 문헌고찰, 사례연구, 실무전문가 면담 등을 동하여 정립한 후 관련전문가의 설문조사 분석을 통하여 주요요인을 제시함으로써 도심재개발 사업의 타당성 분석에 도움을 주고자 한다.

• 농촌의학ㆍ지역보건
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• 제12권1호
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• pp.80-93
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• 1987

Mass chemotherapy of Clonorchis sinensis infection in Korea was started in 1982 with 40mg/kg body weight single dose administration scheme of praziquantel. The purpose of this study was to investigate the efficiency of current mass chemotherapy project and compare the epidemiological changes in endemic area of Ckmorchis sinensis. This study was performed at Kimhae-city and Samrangjin-eup of Miryang-gun, Kyongnam province, highly endemic area of C. sinensis located southeastern part of Korea from July to October of 1986. The therapy project of Kimhae area was performed in 1984, whereas that of Samrangjin was done in 1985 by stool examination of the Korea Association for Parasite Eradication(KAPE) and drug administration of local health centre. The results obtained were as follows; 1) As a results of stool examination from 234 specimens obtained in Kimhae area, the infection rate has decreased to 34.2%from 45.6p in 1983, but the infection rate of C. sinensis from 341 specimens obtained in Samrangjin area did not decrease (58.1%in 1986 490%in 1983). 2) The study in Kimhae area showed that the average EPG decreased remarkably from 4,858 to 1,340 and those classified above the category of heavy infection decreased also from 14.0pp to 1.7%. The study in Samrangjin area showed that the average EPG did decrease drastically from 9,597 to 6,498 and those classified above the category of heavy infection did not go down drastically from 25.2% to 14.2%. 3) The study in Kimhae area showed decrease of Cs.$D._{50}$ in comparison to that in 1983, wheareas Cs.$D._{50}$ in Samrangjin area showed no much difference compared to that in 1983. The intensities of endemicity were represented with the regression equation calculated with the cumulative percentages of EPG count. Regression equation was Y=4.49+1.19 log x in Kimhae area and Y=3.66+127 log x in Samrangjin area. 4) The two stage catalytic model was applied and the calculation lead to the equation $Y=5.33(e^{-0.018t}-e^{-0.016t})$ in Kimhae area and $Y=1.25(e^{-0.010t}-e^{-0.018t})$ in Kimhae area and $Y=125(e^{-0.010t}-e^{-0.050t})$ in Samrangjin area 5) The infection rate of cercaria in P.manchouric-us studied in Kimhae area showed 1.25% which is not much different from that in previous years, wheareas the infection rate of metacercaria in P. parva studied in the same area this year showed 2.5-20.2/gm of flesh in comparison to 64/gm of flesh in 1983. 6) Data of C. sinensis infection on the reservoir host in Kimhae area showed 4 out of 18 dogs, 1 out of 18 rats and that in Samrangjin area showed 2 out of 18 dogs respectively. 7) Among the inhabitants who were under mass chemotherapy in Kimhae area, 71out of them, upon stool examination, showed infection rate of 66.2% and those classified above the category of heavy infection, 2.4%. In comparison to infection rate of 33.7% and those classified above the category of heavy infection, which is 1.0%, obtained from those not under mass chemotherapy showed higher infection rate and somewhat equal distribution of intensity of infection. The above statements reflect the fact that individual therapy besides mass chemotherapy was prevalent in that area. 8) On the other side, the studies in Samrangjin area showed infection rate of 68.7% and those above the category of heavy infection, which is 6.1%, in comparison to infection rate of 58.3% and those above the category of heavy infection, which is 16.5%, in those not under mass chemotherapy. the above reflects that although a good deal of inhabit-ants were classified under light or moderate infection category, those above the category of heavy infection, yet, numbered a lot, and individual chemotherapy has not been going on. In conclusion, it was suggested that the number of reinfected inhabitants among those under mass chemotherapy were numerous. Accordingly, the reinforcement of health education should be followed with mass chemotherapy. The facts of high infection rate exemplified by 65% and high number of those above the category of heavy infection in Samrangjin area say that reevaluation of dosage, number of medication and intervals should be necessarily made.

• 농촌계획
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• 제21권1호
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• pp.77-87
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• 2015

In this study, we try to quantify resident's conflict by rural development project based on previous researches about community capacities required for residents and social networks in rural village for suggesting efficient project model. we analyzed conflict elements in six category such as 'conflict in residents', 'conflict in residents and leaders', 'conflict in leaders', 'conflict in villages', 'conflict in development fund', 'conflict in village by common income project'. These results also analyzed by personal background(age, role, education, income) of respondent in questionary survey. Results show that 'conflict in residents and leaders', 'conflict in leaders', 'conflict in development fund' are perceived differently by age, role, education, and income in 5% significance level. Especially, relatively young age(below 40 years old) expressed clearly about conflict and high scored in item of 'residents and leaders'. Regression model show statistical significance(F=39.807, P=0.000) in influence relation analysis of conflict, network, leadership, and project fund. In this model, network ${\beta}=-0.237$, leadership ${\beta}=-0.375$, project fund ${\beta}=-0.000$ show network and leadership have negative relation to conflict but project fund is difficult to find relation with conflict. In this study, we defined social vulnerability using conflict, network, and leadership and verified the vulnerability of rural village applying regional community capacity in analysis results; vulnerability increased by the size of region and show inverse correlation to future vision of residents.