• 한국정보과학회논문지:소프트웨어및응용
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• 제29권3호
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• pp.192-201
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• 2002

디지털 형태의 문서가 널리 퍼지고 끊임없이 증가함에 따라 이를 자동으로 가공하고 처리하는 문서 자동분류의 중요성이 널리 인식되고 있다. 최근의 문서 자동분류는 k-최근접 이웃, 결정트리, Support Vector Machine, 신경망 등의 다양한 기계학습 기법을 이용하여 연구되고 있다. 그러나 많은 연구가 잘 조직된 데이타 집합을 이용하여 연구결과를 보여주고 있으며, 실제 문제에의 응용성에는 큰 비중을 두지 않고 있다. 본 논문에서는 문서분류의 응용시스템인 질의 자동응답시스템에 적용할 수 있는 다중분류기 결합 방법을 제안하고 실제 전자우편 문서의 분류문제를 해결한다. 첫째로, 다중신경 망을 이용한 문서분류를 제안한다. 제안한 방법은 최대값 결합, 신경망 결합을 통해 성능의 향상을 가져온다. 둘째로, 여러 분류기의 결합을 통해 문서분류의 성능을 개선한다. 본 논문에서는 투표 결합방법, Borda 결합, 신경망 결합방법 등을 적용하여 여러 분류기의 결합을 수행하였다. 실용 가능성을 분석한 실험결과 90%이상의 정확율을 보여 제안한 방법이 실용적일 수 있음을 알 수 있었다.

• 인터넷정보학회논문지
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• 제15권1호
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• pp.63-71
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• 2014

인공지능과 웹 데이터베이스와 같은 분야에서는 기존의 관계 데이터 모형보다 더 고급 모델링 기능을 필요로 한다. 이러한 분야에서 객체지향데이터베이스는 객체를 모아 클래스를 제공하고 또한 클래스 사이에서 상위클래스는 하위 클래스에게 물려주는 계층구조를 제공하기 때문에 더 좋은 데이터 모형이 될 수 있다. 본 논문의 목적은 객체지향데이터베이스에서 다중 계승을 위한 동시성 제어 기법을 개발하는 것이다. 본 논문에서 제안하는 MIIL(Multiple Inheritance Implicit Locking) 기법은 기존의 Implicit 로킹(Locking) 기법에 기반을 두었다. MIIL 기법은 기존의Implicit 로킹에서 불필요한 로킹을 제거하였다. 또한 본 논문에서 제안하는 MIIL 기법에서의 Intention 로킹은 기존의 Implicit 로킹기법과 동일하게 작동한다. 본 논문에서 제안한 MIIL 기법은 기존의 Implicit 로킹 기법보다 로킹 오버헤드가 적음을 증명하였다. 또한, 본 논문에서는 단일 계승과 다중 계승 등 계승구조만을 이용함으로써 로킹 오버헤드를 줄이기 위한 추가적인 비용을 필요로 하지 않는다.

• 대한전자공학회논문지TC
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• 제40권11호
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• pp.85-92
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• 2003

본 논문에서는 5㎓ 대역에서 동작하는 다중 V-슬롯 모양의 마이크로스트립 안테나를 설계하고 제작하였다. 단일 U-슬롯 모양 위에 두 개의 작은 역 U-슬롯 모양을 갖도록 하였으며 접지면과 기판사이에 공기층을 삽입하여 충분한 대역을 얻고자 하였다. 여러 파라메타, 큰 U 슬롯모양 가로 길이, 세로 길이, 너비, 위치 그리고 두 개의 역 U 슬롯 모양 간격, 급전 위치 그리고 공기갭의 두께를 최적화시킨 후에 다중 U-슬롯 모양의 마이크로스트립 안테나가 제작되었으며 제작된 안테나의 측정결과는 다음과 같다. VSWR<2.0에서 20.4%의 대역폭과 5.5㏈i의 이득과 방사패턴을 얻었다.

• Journal of Multimedia Information System
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• 제4권4호
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• pp.171-178
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• 2017

Data mashup is a web technology that combines information from multiple sources into a single web application. Mashup applications create a new horizon for new services, like environmental monitoring. Environmental monitoring is a serious tool for the state and private organizations, which are located in regions with environmental hazards and seek to gain insights to detect hazards and locate them clearly. These organizations utilize a data mashup to merge datasets from different Internet of multimedia things (IoMT) context-based services in order to leverage its data analytics performance and the accuracy of the predictions. However, mashup different datasets from multiple sources is a privacy hazard as it might reveal citizens specific behaviors in different regions. The ability to preserve privacy in mashuped datasets and at the same time provide accurate insights becomes a key success for the spread of mashup services. In this paper, we present our efforts to build a fog-based middleware for private data mashup (FMPM) to serve a centralized environmental monitoring service. The proposed middleware is equipped with concealment mechanisms to preserve the privacy of the merged datasets from multiple IoMT networks involved in the mashup application. Also, these mechanisms preserve the aggregates in the dataset to maximize the usability of information to attain accurate analytical results. We also provide a scenario for IoMT-enabled data mashup service and experimentation results.

• 전기학회논문지
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• 제64권9호
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• pp.1385-1390
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• 2015

This paper is analysis of multiple factor that should be considered in the design of an eddy current brake used as auxiliary brake system. The eddy current brake is a brake that generates a braking torque in a rotational direction opposite to the direction of the rotor by using a time-varying magnetic flux. The eddy current brake has the advantage of being able to take high current densities because this is used for a short period of time. Also, the eddy current brake is influenced by multiple factor such as number of slots, teeth width, coating thickness, air-gap length and so on. Therefore the eddy current brake was designed for use in railway application in consideration of the operation region and critical parameters.

• 보건교육건강증진학회지
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• 제21권3호
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• pp.151-177
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• 2004

Recently, the educational community has attempted to implement the theory of multiple intelligences. In approaching multiple intelligences, teachers have applied the same structural approach which has been so successful with cooperative learning. Cooperative learning is easy to learn and implement, fun for teachers and students, and produce profoundly positive outcomes along a remarkable number of dimensions. Different structures are designed for different outcomes, including enhanced mastery of subject matter, improved thinking skills, team building, class building, development of social character and social skills, communication skills, classroom management, classroom discipline, and development of and engagement of each of the multiple intelligences. Cooperative learning is becoming an increasingly popular teaching strategy. In this study, it is aimed to clarify the application of cooperative learning in health education. Cooperative Learning in health education enhances student learning by: 1) providing a shared cognitive set of information between students, 2) motivating students to learn the material, 3) ensuring that students construct their own health knowledge, 4) providing formative feedback, 5) developing social and health group skills necessary for success outside the classroom, and 6) promoting positive interaction between members of different cultural and socio-economic groups. Cooperative Learning structures and techniques in health education are following. Flash Card, Focused Listing, Structured Problem-solving, Paired Annotations, Structured Learning Team Group Roles, Send-A-Problem, Value Line, Uncommon Commonalities, Team Expectations, Double Entry Journal, Guided Reciprocal Peer Questioning, What if. Because the purpose of health education is the practice, therefore health specialists have to guide powerful and effective teaching method The application of cooperative learning in health education may improve its effectiveness.

• Korean Journal of Radiology
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• 제24권12호
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• pp.1260-1283
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• 2023

Magnetic resonance imaging (MRI) has been extensively applied in the study of multiple sclerosis (MS), substantially contributing to diagnosis, differential diagnosis, and disease monitoring. MRI studies have significantly contributed to the understanding of MS through the characterization of typical radiological features and their clinical or prognostic implications using conventional MRI pulse sequences and further with the application of advanced imaging techniques sensitive to microstructural damage. Interpretation of results has often been validated by MRI-pathology studies. However, the application of MRI techniques in the study of neuromyelitis optica spectrum disorders (NMOSD) remains an emerging field, and MRI studies have focused on radiological correlates of NMOSD and its pathophysiology to aid in diagnosis, improve monitoring, and identify relevant prognostic factors. In this review, we discuss the main contributions of MRI to the understanding of MS and NMOSD, focusing on the most novel discoveries to clarify differences in the pathophysiology of focal inflammation initiation and perpetuation, involvement of normal-appearing tissue, potential entry routes of pathogenic elements into the CNS, and existence of primary or secondary mechanisms of neurodegeneration.

• 한국IT서비스학회지
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• 제14권2호
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• pp.15-31
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• 2015

Software piracy is widespread throughout the world. It has negative effects on the software industry and the intellectual property market. Despite various deterrent policies, the phenomenon has been getting severe. The current study investigated the antecedents of software piracy attitudes and intention. In order to identify factors and their relationship, a research model for illegal piracy behavior was developed and empirically examined through a path analysis using structural equation model. Also, this study employed a multiple group structural equation model to investigate differences in structural weights across PC software user group and smartphone application user group. It was revealed that perceived benefit, habit, social factor, self-efficacy had positive effect on attitude toward software piracy, whereas perceived risk had a decreasing influence on attitude. Relationships between piracy attitudes and intentions were significant as well. Furthermore, the cross validation between two groups showed the path coefficients of habit to attitude and attitude to intention were significantly different. Implications for research and practice are discussed.

• 한국통신학회논문지
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• 제22권6호
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• pp.1356-1364
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• 1997

This paper presents a modelling and implementation scheme of a multi directory which provides location and supplementary information of multiple applications in distributed environments. An extrended directory schema and extended DIT(Directory Information Tree) model is proposed for the multi directory. For implementation scheme, an implementation example adapted for the DFR(Document Filing and Retrieval) is shown. In addition, a configuration model for interworking between the DFR and the multi directory, an association mechanisms between two application's operations are also described. In a distributed environment, the interworking between the DFR and a multi directory implemented by using QUIPU 8.0 of ISODE(ISO Development Environment) directory system is tested. Based on the result of this paper, an extended model ofthe directory system is proposed for providing search operation of various application' objects.

• 경영과학
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• 제16권1호
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• pp.63-74
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• 1999

This paper presents a R&D investment model for the Information and telecommunications(l&T) technology using multiple objective linear programming(MOLP). The MOLP model involves the simultaneous maximization of three linear objective functions associated with three criteria, which are social, technological, and economic criterion. This model is different from the traditional one which only involves the maximization of economic criterion. It yields a suitable R&D investment ratio to each technology field. Its application to the National R&D Project in l&t Industry is also presented. In this application, the Analytic Hierarchy Process(AHP) is proposed to estimate the weights, which used as the coefficients in each objective function of the MOLP model. Then the problem is solved using the interactive method STEM. It is showed that with the aid of STEM, the MOLP model can be useful decision aid in formulation R&D investment plan in l&t industry. It is expected that the MOLP model works as the basis for planning R&D investment strategy in l&T industry.