• Journal of Korean Society of Transportation
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• v.32 no.6
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• pp.615-627
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• 2014

In this study, nonhierarchical K-mean cluster analysis is used to classify the types of 230 local governments and the Mann-Whitney U test and Kruskal-Wallis analysis are used to analyze the characteristics of pedestrian accidents by region types. With empirical analysis of pedestrian accidents, this study suggests improvements of walking environments reflecting local characteristics. Type 1-A (relatively dominant urban commercial areas), Type 1-B (predominantly urban residence) and Type 2 (rural areas) have been classified using nonhierarchical K-mean cluster analysis. According to the results, pedestrian accident rate on community roads was more than 60% for all types and incidence rate in rural areas was higher than that in urban areas. In addition, pedestrian accidents of Type 1-B have been found to occur more frequently than Type 2 in intersections and crossings, while the number of roadside casualties for Type 2 was highest.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.18 no.12
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• pp.473-484
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• 2017

This study analyzed collaborative R&D projects funded by the Korean government from 2013-2015. For this analysis, input and output variables of projects were considered, and a combination of those variables was itemized. The output-oriented variable return to scale (VRS) model extended from the DEA methodology was adopted to evaluate the cooperation efficiency of the types of R&D collaboration, which were classified according to the project leader's organizations. In addition, hierarchical cluster analysis was conducted using the efficiency results of the scientific, technical, and economical outcome models. The results showed that cooperation efficiency between large companies and public research institutions was relatively high. Conversely, cooperation among medium-sized companies, small businesses and universities was particularly inefficient. The clustering results demonstrated the various strengths and weaknesses of the types depending on publications, patents, technical loyalties and the number of commercialization. In conclusion, this study suggests differentiated investment portfolios and strategies based on the efficiency results of diverse cooperation types among industries, universities and public research institutions.

• Journal of Korean Society of Steel Construction
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• v.12 no.1 s.44
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• pp.93-102
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• 2000

Substructuring-based hierarchical approach for design analysis and optimization of structural frames is presented in this study. The conceptual framework of this method is in the hierarchical modeling for design processes as well as structural systems and the methodology combining substructuring analysis and multilevel optimization. Mathematical models for analysis and synthesis are established on the common basis of substructuring systems. Modularized behavioral analysis, design sensitivity analysis and optimization are linked and integrated on the mathematical and structural basis of substructuring. Substructures are coordinated with the active constraints for system level and the weight ratio criteria. Numerical examples for test frames show the validity and effectiveness of the present approach.

• Korea journal of population studies
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• v.23 no.1
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• pp.55-89
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• 2000

이 논문의 목적은 현재 40-50대의 중년층과 노부모 사이에 이루어지는 세대관계의 심층적 구조를 밝히고, 이 구조에 영향을 미치는 제반요인들을 설명하는데 있다. 그리고 세대관계의 유형에 따라 중년층 자신의 노후부양태도와 노후생활에 대한 대책행위가 어떻게 달라지는가를 분석하였다. 이 연구를 위해 구조화된 질문지를 활용하는 전국전인 면접조사가 이루어졌다. 이 논문은 중년층과 노부모의 세대관계를 세대간 근접성, 지원가능, 그리고 노부모 부양관 에 따라 다섯 가지 유형으로 분류하였다. 중년층의 지배적인 세대관계는 노부모와 별거하면서 지원기능을 유지하는 형태로 나타났다. 별거사항에서 이루어지는 지원관계에는 중년층의 사회 계층적 지위나 노부모와의 정서적 연대와 관련된 요인들이 중요하게 작용하는 것으로 밝혀졌다. 중년층 자신의 노후생활에 대한 부양관과 노후대책 행위는 세대관계의 유형에 따라 유의미한 차이가 존재한다. 근접성, 지원관계, 노부모 부양관 모두에서 전통적인 세대관계를 유지하는 중년층은 자신의 노후생활에 대해서도 가족의 부양을 강조하며, 독립적인 노후대책을 마련하는데 소극적이다. 반면, 노부모와 동거하고 지원기능을 유지하더라도 노부모부양관이 약한 증년층은, 자신의 노후 생활에 대하여 독립성을 강조하고, 스스로 노후대책을 마련하는데 적극적인 것으로 확인되었다.

• 한국노년학
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• v.38 no.4
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• pp.963-979
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• 2018

The purpose of this study was to identify frailty profiles based on physical, psychological, and social domains of functioning and to examine the associated factors showing the differences among frailty profiles. Respondents were 70 years and older(n=403) and latent class analysis was applied to determine the optimal subgroups based on Tilberg Frailty Indicators which comprised of three domains(the physical, psychological, and social domain). Also, we performed multinominal logistic regression analysis to find out factors making differences among frailty profiles. Latent class analysis(LCA) identified three distinct types: multi-frail type(27.0%), psychologically frail type(26.8%), inadequate support type(46.2%). All three types had common difficulties in dealing with daily life problems and did not receive enough help with theses difficulties. Based on the results of the LCA three-class models, people in multi-frail type accumulated problems in physical and psychological domains and had partially social domain. On the other hands, psychologically frail type showed a relatively high anxiety disorder and depression. Lastly, people in inadequate support type reported the lack of helps, but they were relatively healthy. Comparing these groups with inadequate support type, people with multi-frail had lower educational level, poor nutritional management status and were less likely to participate in labor market. People in psychologically frail type were more likely to be male, to live in big cities rather than middle and small cities, and less likely to smoke. Based on these results, our results showed the multifaceted concept of frailty among Korean elderly people and we suggested several implications for preventing frail process.

• 한국사회정책
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• v.23 no.3
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• pp.17-47
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• 2016

This paper aims to analysis working-time of Korea focusing on "the difference and the distribution" by a stratum. Classifying working-time into four categories including marginal part-time, part-time work, standard-time work and long-time working, it compares the relative distribution by income quintile. The outcome is as following : 20% of low-ranking income quintile are (marginal) part-time working, 60% from income quintile 2 to 4 are in long-time working and 20% of top-ranking income quintile are in the standard-time working in overall. Working-time classes can be divided up into three: short time-low income of type 1, long time-medium income of type 2 and standard time-high income of type 3. Analysing working time type, the low wage-short time, medium wage-long time and high wage-standard time by the wage per month and low wage-very long time, medium wage-long time and high wage-standard time by the wage per hours are confirmed. Also, stratification of working-time has been intensified in terms of age, jobs and work status. Policy implication from this study is that the increase of minimum wage to the lowest income class and creation of employment by the reduction of working-time to the medium income class could be effective policies.

• Korean Journal of Social Welfare Studies
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• v.48 no.4
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• pp.157-185
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• 2017

This study aimed to explore the trajectories of economic preparations for the aging among people with physical disabilities and to identify the determinants according to the Andersen model. For this study, data were drawn from Panel Survey of Employment for the Disabled (PSED). A total of 1,847 samples were used from the second to the eighth wave. Latent class growth model was conducted to explore the longitudinal change classes for the disabled, and the multinominal logistic regression analysis was conducted to examine the influence of the determinants. As a result, four classes were identified: preparation decrease group, continuous non-preparation group, preparation increase group, and continuous preparation group. Each group was found to be associated deferentially with education level, family income, socioeconomic status, employment, home ownership, national basic livelihood security recipient status, and ADL. These findings proposed the practical and political implications for the strategies concerned with facilitating the economic preparations for the aging among the disabled.

• The Journal of Korean Association of Computer Education
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• v.22 no.5
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• pp.51-65
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• 2019

This study aims to provide educational implications for more strategic online software education by the types of online learning according to learners' self-regulated learning characteristics in the online software education environment and examining the characteristics of each type. For this, variables related to self-regulated learning characteristic were extracted from the log data of 809 students participating in the online software learning program of K University, and then analyzed using hierarchical cluster analysis. Based on hierarchical cluster analysis learner clusters according to the characteristics of self-regulated learning were derived and the differences between learners' learning characteristics and learning results according to cluster types were examined. As a result, the types of self-regulated learning of online software learners were classified as 'high level self-regulated learning type (group 1)', 'medium level self-regulated learning type (group 2)', and 'low level self-regulated learning type (group 3)'. The achievement level was found to be highest in 'high-level self-regulated learning type (group 1)' and 'low-level self-regulated learning type (group 3)' was the lowest. Based on these results, the implications for effective online software education were suggested.

• Review of KIISC
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• v.4 no.2
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• pp.47-57
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• 1994

본 논문에서는 컴퓨터 통신망에 관련된 범죄를 유형별로 구분하고 이에 대한 기술적 방지대책을 구체적으로 제시한다. 본 논문은 컴퓨터 범죄를 경험적 기준에 의하여 구분하며 방지대책과의 관계도 분석한다. 기술적 방지대책으로 전형적인 OSI 참조모델에 기초한 보호모델 구조와 컴퓨터 범죄의 각 유형에 대해서 대처할 수 있는 보호 서비스 및 메카니즘 그리고 적용 가능한 계층을 종합적으로 분석 제시한다. 또한 보호메카니즘을 구현하는데 사용되는 대표적 보호알고리듬의 수행시간에 관해서도 기술한다.

• Proceedings of the Korea Institutes of Information Security and Cryptology Conference
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• 2002.11a
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• pp.169-172
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• 2002

기존의 보안시스템은 각 기관의 로컬네트워크에 설치되어 해당 도메인으로 들어오는 트래픽에 대한 침입탐지에 의한 침입차단이 주된 역할이었다. 최근에는 침입자의 우회공격 및 DDoS 와 같은 공격의 증가로 이러한 시스템의 효용성이 크게 저하되고 있다. 본 논문에서는 침입자의 공격에 대하여 보다 적극적이고 효율적인 대응을 위하여 계층적인 패킷분식에 기반한 침입탐지 및 대응시스템을 제안한다. 계층적인 패킷분석을 위하여 가입자네트워크에서는 세션단위의 정보분식을 수행하고, 백본네트워크에서는 패킷단위의 정보분석을 수행한다. 네트워크도메인간에 이러한 정보교환을 통해서 침입탐지 및 역추적을 수행한다. 본 논문에서는 해당 시스템의 전체구조 및 각 기능구조를 보이며, 각 기능구조간의 동작구조를 보인다. 본 시스템을 통하여 침입자의 새로운 공격유형에 대한 탐지 및 대응이 가능하며, 침입사례의 조기발견을 동하여 네트워크의 안정성을 높일 수 있다.