• The Transactions of the Korea Information Processing Society
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• v.3 no.2
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• pp.381-389
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• 1996

A simple modification of the standard back-propagation algorithm to eliminate redundant connections(weights and biases) is described. It was motivated by speculations from the distribution of the magnitudes of the weights and the biases, analysis of the classification boundary, and the nonlinearity of the sigmoid function. After initial training, this algorithm eliminates all connections of which magnitude is below a threshold by setting them to zero. The algorithm then conducts retraining in which all weights and biases are adjusted to allow important ones to recover. In studies with Boolean functions, the algorithm reconstructed the theoretical minimum architecture and eliminated the connections which are not necessary to solve the functions. For simulated random signal classification problems, the algorithm produced the result which is consistent with the idea that easier problems require simpler networks and yield lower misclassification rates. Furthermore, in comparison, our algorithm produced better generalization than the standard algorithm by reducing over fitting and pattern memorization problems.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.6 no.6
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• pp.958-965
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• 2002

Current research for software architecture views and models a software system as a set of components and connectors. Components are abstractions of system level computational entities. Connectors are abstractions of components interrelationships. In this paper, we focus on connectors for the JavaBeans-based systems that are built using object integration technologies like CORBA. We present connector model in JavaBeans-based system for object-oriented component integration. We start with a discussion of related work of software architecture research and object-oriented modeling that focuses on the description of component collaborations. We propose connectors as transferable abstractions of system level component interconnection and inter-operation.

• Proceedings of the Korea Information Processing Society Conference
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• 2004.05a
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• pp.815-818
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• 2004

현재 GUI 인터페이스와 컴퓨터 기술의 발전으로 다양한 형태의 그래픽 모델링 도구들과 시각 프로그래밍 시스템들이 사용되고 있다. 이러한 시스템들을 개발하기 위해서는 사용자가 그래픽 요소들의 형태와 그래픽 요소들간의 연결 관계를 개발자가 직접 프로그램을 이용해서 작성하여야 하기 때문에 많은 시간과 노력을 필요로 한다. 이러한 문제를 해결하기 위해서 본 논문에서는 그래픽 요소의 형태와 그래픽 요소들간의 연결성을 직접 조작 방식을 이용해서 기술할 수 있는 토큰 편집기인 TEdi(Token Editor)와 시각 프로그래밍의 기본적인 기능을 지원할 수 있는 AVE(Abstract Visual Editor)를 소개한다. TEdi는 그래픽 요소들을 정의하기 위해서 사용되며, 토큰 단위의 각 그래픽 요소는 다른 그래픽 요소와 연결되기 위해서 연결자를 사용한다. 연결자는 그래픽 편집기에서 연결될 수 있는 그래픽 요소를 제한함으로써 시각 프로그래밍 혹은 모델링에서 구문 오류를 줄여줄 수 있다. 본 논문에서 제공하는 시스템을 사용하는 경우에 사용자는 보다 쉽게 그래픽 요소와 시각 프로그래밍 혹은 모델링 도구를 작성할 수 있을 것이다.

• The Journal of Korean Association of Computer Education
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• v.10 no.2
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• pp.77-87
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• 2007

The purpose of the study was to investigate the effects of social network centrality variables on students' performance in blended learning environment in a higher educational institution. Using data from 36-student course on Learning Theories and Their Implications on Instructional Design Practices, the researcher empirically tested how social network centrality variables - such as friendship network centrality, advice network centrality, and adversary network centrality - are correlated with academic achievement measures. Results indicate, as hypothesized, the friendship and advice centrality positively correlate with, whereas the adversary centrality being negatively correlate with application performance measures and test scores. The size and quality of posted online discussions are positively and strongly correlated with the advice network centrality.

• Communications for Statistical Applications and Methods
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• v.18 no.6
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• pp.675-685
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• 2011

This paper proposes a job matching function that calculates the job matching probability of a job-seeker to an employer taking the working conditions of a job-seeker and an employer into account. In addition, this study analysis the degree of centrality that means interactions of a job-seeker and an employer utilizing social network analysis. The results are follows. First, a degree of centrality is found to be severely concentrated in certain job-seekers or certain employers; in addition, there are many job-seekers and employers who have no matching results. Second, according to decision tree analysis, characteristics of a job-seeker that influences the degree of centrality are gender, age and degree of education in order of importance. The characteristics of a employer that influences the degree of centrality are proposed salary, industry classification and firm size in order of importance.

• Journal of Labour Economics
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• v.34 no.3
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• pp.119-139
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• 2011

Using a establishment-worker matched data, this paper estimates wage differentials between standard and non-standard workers. Unlike previous studies, we estimate a fixed-effect model for the tree-way error-components that control for both unobserved individual heterogeneities and unobserved firm heterogeneities. The estimation results show that standard workers earn 6.5~8.4% mire than non-standard workers. This wage premium is 30~40% of the wage differential estimated from the OLS model. The results implies that a large proportion of the wage differentials between standard and non standard workers can be explained by unobserved firm and individual characteristics.

• Proceedings of the Korean Information Science Society Conference
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• 2003.10b
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• pp.286-288
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• 2003

현재의 소프트웨에 아키텍처에 관한 연구는 컴포넌트 집합과 같은 소프트웨어를 구성하는 객체 또는 컴포넌트의 상호동작 및 관련성을 보다 효과적으로 연결할 수 있는 다양한 기법이 제시되고 있다. 본 논문에서는 JavaBeans에 기반을 둔 분산 시스템 환경에서 객체와 객체간에 관련성을 모델링하기 위해 컴포넌트, 연결자(connector) 및 컴포넌트 스키마로 구성된 구조화된 모델을 제시한다

• Proceedings of the Korean Society of Broadcast Engineers Conference
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• 2021.06a
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• pp.164-167
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• 2021

MPEG-IoMT 표준은 미디어 사물과 관련된 데이터 포맷 및 인터페이스와 관련된 국제 표준 프로젝트로서 여러 플랫폼에서도 다양한 미디어 사물을 등록, 연결 및 통신을 할 수 있게 제공한다. 하지만 현재로서 다수의 미디어 사물 간 연결 수립은 사용자가 수동으로 수행해야 하며, 연결이 되었다 하더라도 미디어 사물 간 데이터 통신의 진행 상태를 확인할 수단이 없다. 따라서 본 논문에서는 MPEG-IoMT 표준 내 미디어 사물 관리자(Media Thing Manager)를 제안한다. 미디어 사물 관리자는 미디어 사물 간 자동 연결을 위해 미션 데이터를 생성 및 관리하며, API 를 통해 미디어 사물 간 통신 수행 여부를 확인할 수 있다.

• Proceedings of the Korean Institute of Communication Sciences Conference
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• 1996.10a
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• pp.548-551
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• 1996

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2001.05a
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• pp.291-294
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• 2001

This Current research for software architecture views and models a software system as a set of components and connectors. Components are ions of system level computational entities, connectors are ions of component interrelationships. In his paper, we focus attention on connectors for the Java Beans-based systems that are built using object integration technologies like CORBA. We present connector model in lava Beans-based system for object-oriented component integration. We start with a discussion of related work of software architecture research and of Object-Oriented modeling that focuses on the description of component collaborations. We propose connectors as transferable ions of system level component interconnection and inter-operation. Connectors are architectural ions of component coordination in the architecture of a system only. Connectors describe a collaboration rationale for component adaptations, which are then modeled in the concrete architecture of a system.