• International Journal of Computer Science & Network Security
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• 제24권5호
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• pp.53-63
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• 2024

Alzheimer's disease is a brain disorder that worsens over time and affects millions of people around the world. It leads to a gradual deterioration in memory, thinking ability, and behavioral and social skills until the person loses his ability to adapt to society. Technological progress in medical imaging and the use of artificial intelligence, has provided the possibility of detecting Alzheimer's disease through medical images such as magnetic resonance imaging (MRI). However, Deep learning algorithms, especially convolutional neural networks (CNNs), have shown great success in analyzing medical images for disease diagnosis and classification. Where CNNs can recognize patterns and objects from images, which makes them ideally suited for this study. In this paper, we proposed to compare the performances of Alzheimer's disease detection by using two deep learning methods: You Only Look Once (YOLO), a CNN-enabled object recognition algorithm, and Visual Geometry Group (VGG16) which is a type of deep convolutional neural network primarily used for image classification. We will compare our results using these modern models Instead of using CNN only like the previous research. In addition, the results showed different levels of accuracy for the various versions of YOLO and the VGG16 model. YOLO v5 reached 56.4% accuracy at 50 epochs and 61.5% accuracy at 100 epochs. YOLO v8, which is for classification, reached 84% accuracy overall at 100 epochs. YOLO v9, which is for object detection overall accuracy of 84.6%. The VGG16 model reached 99% accuracy for training after 25 epochs but only 78% accuracy for testing. Hence, the best model overall is YOLO v9, with the highest overall accuracy of 86.1%.

• 전자공학회논문지
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• 제54권1호
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• pp.46-52
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• 2017

정보보안 분야에 대한 사회적 이슈가 고취되고, 인력수요전망이 매우 높아지고 있다. 이에 본 연구는 컴퓨터 및 네트워크 시스템 등 정보보안 분야에서 관련 직무에 종사하고 있는 실무자들로부터 정보보안에 필요한 지식을 설문조사하였다. 설문자료와 NICE에서 제시한 정보보호 직무체계 그리고 NCS 그리고 KISA에서 분류한 IT기술과 보안영역분류체계와의 연관성을 분석하였다. 분석한 자료를 기반으로 정보보안 분야에서 직무를 수행할 수 있는 전문 인력 양성을 위한 교육과정을 제안한다. 제안하는 교육과정은 2년제, 3년제 그리고 4년제 학제에 각각 적용할 수 있도록 하였다. 제안하는 교육과정은 정보보안 직무체계에서 종사하기를 원하는 많은 인력들이 주어진 학년기간 동안에 반드시 익혀야 될 과정들을 제안하였다. 제안한 각 교육단계는 관련분야와 밀접한 연계성을 갖고 반드시 필요한 교육이 실천될 수 있도록 각 교과목에 세부 지침을 명시하였다. 제안한 교육과정은 반드시 필요하고 기본이 되는 이론교육은 물론 이론과 함께 실시되어야 하는 실무교육을 함께 병행하도록 하여 자칫 이론중심의 교육이거나 단순한 명령어만을 익히는 실습에서 벗어나서 실무와 연계될 수 있는 다양한 시나리오기반의 해킹과 보안 방어 대응책에 대한 교육이 함께 이루어지도록 설계하였다. 이는 스펙이 아닌 직무능력을 갖추어 관련 자격증을 취득하는데 도움이 될 수 있을 뿐만 아니라 차세대 융합형 정보보안 전문인력 양성에 도움이 될 수 있기를 기대한다.

• 기록학연구
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• 제2호
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• pp.3-48
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• 2000

The collection and transfer of records is a very basic stage in the whole process of records and archives management. However they are regarded as an non-professional art of work in records management that are performed easily by everyone. Therefore they have been treated not properly in the scholarly discussion of archival sciences in Korea. The collection and transfer of records play an active role in the making of effective administrative system, in accumulating and sharing the knowledge and informations of political, economical, social and cultural values. On the basis of proper collection and transfer of records our democracy can operate regularly and our daily experiences can be preserved as historical resources. For the optimal-functioned collection and transfer of public records the archivists for this task must have a comprehensive understanding of whole process of records management and possess suitable professional skills. Moreover there are many sorts of preliminary works needed for this task, as follows: an accurate defining of administrative organizations and their tasks, thorough understanding of records management institutions on their own competence and ability, and the establishment of technical standards for their tasks. Additionally the archivists are able not only to consider the present informational and evidential values of the records, but also the historical values. It can be said that the collection and transfer of records is a "synthesis of records management skills" exerted by an archivist. According to the newly established law of public records management, the collection and transfer of public records must be registered at first electronically. Through this procedure the whole contents of produced and transmitted records, which are to be transferred, can be reported in detail. By means of this report the archival institutions and the archivists can trace back the each items of records(archives) and the result of their arrangement to identify a certain object. There are also new storage strategies employed to increase the whole sum of stored informations, i. e. records and archives, in spite of reducing the storage costs. It will be achieved by differentiations of the preservation methods for each sorts of records by the criteria of storage-period, -place, and -method. Many supplementary methods are also prepared to help the collection of important records(archives) in a complete structure and form. To let this new concept and system of collection and transfer of records operate properly, a number of professional archivists should be posted in the needed places throughout the whole administrative body. Their training must be also updated for the newly defined task of collection and transfer of records.

• 문화기술의 융합
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• 제9권4호
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• pp.291-301
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• 2023

본 연구는 지속가능발전교육 지향 생태미술활동에 관한 유아교사 인식에 대하여 알아보고자 하였다. 연구결과는 다음과 같다. 첫째, 유아교사는 생태미술활동의 교육적 의의에 대해 자연매체의 시각예술, 공동체적 가치추구, 사회구성원의 참여와 소통의 순으로, 실천하는데 장애요인으로는 교육환경의 어려움, 생태미술 수업자료 및 구체적 예시부족, 교사의 생태미술에 대한 이해부족의 순으로, 생태미술활동을 통해 함양할 수 있는 누리과정 예술경험영역의 핵심역량으로 자연친화적 소통능력, 생태친화적 감수성, 창의융합능력의 순으로 나타났으며, 생태미술활동을 실시하는데 예술경험영역의 자료가 충분하지 않다고 보는 것으로 밝혀졌다. 둘째, 생태미술활동과 지속가능발전교육에 대해 거의 모든 교사가 둘 간에 연관성이 있으며, 실천에 있어서 어려운 점으로 지속가능발전에 관한 인식부족, 교재교구 및 자료의 부족, 교육정책과 지원의 부족, 연수프로그램의 미흡 등의 순으로, 이러한 교육실행을 위한 지원은 교재교구 및 자료의 확충, 교육정책과 지원 확대, 지속가능발전교육에 대한 인식 확대, 연수프로그램 확대 등의 순으로 필요하다고 하였다. 또한, 생태미술활동에서 실천할 수 있는 지속가능발전교육 내용에서 교사들은 '기후변화 대응', '깨끗한 에너지', '물과 위생', '양질의 교육', '건강과 웰빙'과 '해양생태계'의 순으로 높게 인식하고 있으며, 생태미술활동 프로그램이 개발된다면 활용할 것으로 응답한 비율이 높아, ESD 지향 생태미술활동 프로그램 개발이 시급할 것으로 사료된다.

• 한국조경학회지
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• 제41권2호
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• pp.38-46
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• 2013

특성화 고등학교(이하 특성화고)의 교육 목적은 행복한 직업인이 되기 위한 직업 기초능력의 배양에 있고, 학생들은 배운 직업 기초능력을 토대로 사회에 진출하여 자신의 적성과 흥미, 가치관에 맞는 직업을 찾아야 한다. 그래서 특성화고의 목적 달성과 비전제시를 정확히 하기 위해 정부가 많은 노력을 하고 있으며, 정부 주도의 구조 지향적 방향 제시는 사회구조와 개인의 인식에 많은 영향을 미칠 것으로 생각된다. 다가오는 선진 한국 사회에서 직업인으로서 행복하게 살아가기 위하여 사회구조의 핵심이 될 수 있는 사회편견(차별)과 인식이 전환되어야 하고, 그 해결점은 배우는 학생의 올바른 가치관 형성과 더불어 그들이 안정적인 미래를 보장 받을 수 있는 직업선택의 구조를 만들어 주는 것이 중요하다고 생각한다. 본 연구는 목적을 벗어난 무조건적 진학 위주의 특성화고 문제점을 안고 있는 조경과 학생들을 대상으로 기능인력 양성 만족도에 관한 분석을 수행하고자, 조경과가 설치된 전국 11개 지역의 특성화고 교육계획서, 공통으로 배우고 있는 교과서, 특성화고 직업교육 정책과 관련한 정부간행물, 특성화고에서 조경을 전공하고 있는 학생들의 설문조사를 활용하였다. 그 결과, 교육계획서 분석을 통하여 각 학교별 교과 및 직업교육과정에 대한 프로그램 유형과 빈도를 알 수 있었고, 교과서 내용 분석에서는 취업 시 필요한 전문적인 기능을 양성할 수 있는 교과서 내용의 수준과 가감의 필요성을 확인하였다. 또한, 교육과학기술부의 특성화고 직업교육 정책 분석에서 직업교육 과정 및 체제의 특징을 밝혔으며, 11개 학교 조경전공 학생들의 설문 조사를 통해 교육계획서, 교과서, 정부직업정책, 진로선택으로 나누어, 실제 학교에서 교육 수요자인 학생들이 느끼고 있는 진로 직업교육에 대한 비교 분석을 하였다.

• 아동학회지
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• 제1권
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• pp.65-81
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• 1980

This study is aimed at investigating the compensatory education which was already implemented or is being implemented in the U.S.A. and Japan; and at studying the types of programs and their characteristics; and at sounding out the possibilities of the application of such programs in family and social conditions is Korea. In order to achieve the above mentioned objectives, the established items for the study are as follows: (1) Various types of early children's education (2) Programs of compensatory education for the disadvantaged Children (3) Head Start Program, Early Training Project and Montessori School (4) Integrated Preschool Programs (5) Day-Care Center for employed mothers We investigated the various compensatory education programs for the preschool children who are in economically, socially, culturally disadvantaged conditions. Head Start Programs were federally supported programs for preschool children and opened as summer programs in 1965 for the first time. The purpose of Head Start has been to give preschool children the kinds of experiences they need in preparation for school. The Head Start children were found to be significantly better prepared for school than the normal children. However, after six to eight months, their initial advantages had virtually. disappeared and then the simple problem with Head Start and other such programs was that little long-term good could be evidenced unless the high quality educational environment was maintained. Therefore, to solve this problem, three other programs were funded as part of the overall Head Start. These three programs are the Parent-Child Center, Home Start, and the Child and Family Resources Program. The Early Training Project for disadvantaged children was implemented by Klaus and Gray of Peabody College in 1962. The program was a field research study concerned with the development and testing over time of procedures for improving the educability of young children from low income homes. Its major concern was to study whether it was possible to offset the progressive retardation observed in the public schooling careers of children, living in deprived circumstances. Children, who were trained through the Early Training Project were superior to control groups in the test of IQ and vocabulary as well as linguistic abilities, and preparation for reading. This project showed the possibilities which could prevent preschool children from being disadvantaged socially, culturally and mentally. In 1907, Montessori School was established by Maria Montessori in Italy and her school program has been introduced at present to several countries in the world as one compensatory educations. She first began her experimental methods with retarded children, followed by disadvantaged children from the tenements of Rome. The Montessori approach futures a prepared environment and carefully designed, self-correcting materials. The Montessori curriculum presents tastes that feature sequence, order, and regularity, in addition to those that develop motor and sensory skills. She was interested in children's intellectual development and in developing good work habits. One of the latest developed programs for disadvantaged children is "Integrated Preschool Program" which has successfully integrated handicapped and nonhandicapped children. Several studies have showed that handicapped children in integrated school environments are accepted by and interact with their nonhandicapped peers. In fact, this program provides a number of potential, and perhaps opportunities for nonhandicapped children to serve as valuable resources in fostering the development of their handicapped peers. Next we turn to Japanese programs which are divided into two different types. One is Day-Care Center which was established by Child Welfare Law and the other is kindergarten organized by School Education Law. The kindergarten opened in 1876 and it has been part of school systems since 1947 by the implementation of education law, and the Day-Care Center which started in 1890 for the employed mothers. was changed into Day-Nursery by the enactment of child welfare law in 1947. The laws and operational regulations for the Day-Nursery were set up and were put in effect by the establishment standard acts of children welfare facilities, and the Day-Nursery has been operated in various types by the increasing demand, chiefly because of the socio-economical changes of family structures in both urban and suburban areas. Nursery education for physically and mentally disadvantaged children is for those who are blind, deaf and dumb, mentally retarded; physically disadvantaged by accidents or diseases. Montessori education in Japan was started in 1968 and many research groups for studying Montessori were organized. In 1977, Montessori remedial education society was also organized in which they started a number of studies; a study for developing materials; in-service training for the remedial education; and seminars and lectures, etc It is strongly suggested that we study the early educations that are being implemented in Japan and a variety of compensatory educations that were already implemented in the U.S.A. and modify them for the organization of our own model and properly accommodate them to our social needs.

• 한국학교보건학회지
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• 제10권1호
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• pp.41-50
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• 1997

The purpose of this study is to provide fundamental data supporting facilitation of a formal health education performed by school nurses as health educators. To evaluate the teacher expertise of school nurses as health educators, this study analyzed the present status of health education and the recognition of self-confidence in teaching ability of school nurses. Self addressing questionnaire were mailed out to 340 secondary school nurses in Seoul and out of them 244 nurses (71.8%) responded to the survey. Analysis of the data was made using t-test and ANOVA in SAS program. The major results are as follows : 1. The total health instruction performance rate was 84.6% (204). Regular health instruction was carried out by 66 nurses and the rest of the 155 subjects gave irregular instruction on health education. 2. Regular health education classes was offered as a part of physical education class hour by 89.4% of the respondents whereas only 10.6% of them had formal health education classes. The survey showed that irregular health education classes were mainly held in physical education class hours (70.3%) and 14.8% had opportunities for additional classes on health education. 3. The average class for regular health education was 5 hours per week but for irregular health education classes were only one hour per semester (32.9%). 4. Among the 11 categories of health education, education on drug abuse and body structure and function and physical development occupied 95.6%, 69.6% respectably while physical training, family health, social health occupied 10.8%, 12.7%. 5. Health education was given much more at public schools (88.2%) than at private schools. 6. 232 (95.0%) school nurses agreed with the necessity of formalizing health education classes and 227 (93.1%) wanted to change their status from school nurses to formal health teachers. 7. There is a tendency to change the status from school nurse to formal health teacher, and the necessity of having a formal curriculum on health education while less recognized by the older and longer-careered nurses was more recognized by those nurses with higher education. 8. The lack of administrative support (79.5%), work burden (77.9%), and lack of teaching competency (22.1%) were the greatest problems. 9. Education on drug abuse was stressed the most whereas physical training was most neglected. 10. There is a tendency that older and longer-careered school nurses thought less positively of their status, and then 98 (81.1%) school nurses acknowledged themselves as professional teachers. 11. 176 (72.5%) school nurses agreed with the necessity of continuing education : health knowledge and teaching skills for formal health teachers. 12. 179 (73.8%) school nurses had a positive attitude and undergraduate preparation and the practice of professional health teachers. 13. The school nurses had self-confidence in their teaching competence, teaching strategies and knowledge in all 11 health education areas.

• 디지털융복합연구
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• 제17권5호
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• pp.89-97
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• 2019

본 연구는 스마트기기를 활용한 인지행동 미술치료가 정서불안을 드러내는 단일 연구참가자의 교육적 변화와 효과를 확인하는데 그 목적이 있다. 연구 대상은 정서불안정으로 공격성과 충동성이 있는 초등학교 4학년 남아이다. 연구는 6개월 동안 매주 1-2회에 걸쳐 회당 80분, 총 30회의 교육처치가 실시되었다. 회당 80분의 시간 중 미술치료 60분, 인지행동치료 20분 교육프로그램이 적용되었으며, 30회 동안 스마트기기를 활용한 인지행동 미술치료기법(그리기 및 조형활동)을 비롯, 인지 재구조화 작업, 행동수정기법, 체계적 둔감법, 사회기술훈련, 공감훈련과 조망훈련, 자기주장훈련 등의 교육방법이 적용되었다. 연구측정도구로는 TAIC(Trait Anxiety Inventory for Children), BAI(Beck Anxiety Inventory), 정서적 불안정 척도가 활용되었다. 연구 결과 스마트기기를 활용한 인지행동 미술치료가 정서불안 아동에게 긍정적인 정서 변화의 효과성이 있음이 나타났으며, 이를 기반으로 체계적인 교수학습전략 의 필요성, 과학적 분석 및 환류기법 적용 등 향후 발전방향이 논의되었다.

• International Journal of Computer Science & Network Security
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• 제22권5호
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• pp.79-88
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• 2022

Modern production requires production staff who have design competence, experience and skills to work in various types of work integrated into professional activities. Possession of digital design methods significantly expands the opportunities for professional activities of qualified workers. The purpose of our study was to study the impact of pedagogical conditions on the formation of design competence of future qualified workers in a group work. We have identified a set of pedagogical conditions that promote the development of professionally oriented artistic and technical creativity of workers in the conditions of curricular and extracurricular activities, which include motivational-target, procedural-semantic, organizational-technological, and subject-oriented. It is shown that the formation of design competence is determined by motivational, informational-active and reflection criteria, which are aimed at motivational-value, cognitive, operational-active, creative, social and emotional components of this competence. The methodology of the research is highlighted, which includes the use of the following methods: determination of the personality's motivational sphere in order to identify strong and weak motives of students activity; multiple intelligence to identify students talents in the direction of practical intelligence, which is important for design competence; determining the level of creative activity to identify manifestations of students creative abilities; identifying the type of students innovative thinking in order to develop motivation for success; factor-criterion model, developed on the basis of a qualimetric approach, which is used to identify the level of design competence formation in accordance with its components. The results of the study showed that the creation of separate pedagogical conditions in the institution of vocational education and training (VET) had a positive impact on the development of design competence, which shows the potential of artistic and technical design in the development of professional creativity of future qualified workers taking into account the environmental approach.

• 한국엔터테인먼트산업학회논문지
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• 제8권2호
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• pp.9-18
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• 2014

이 연구는 병법교육을 담당하였던 송대 '무학(武學)'을 주제로 문헌적 연구를 실시한 것이다. 중국에서 무거(武擧)와 무학은 무신관료(武臣官僚) 체계와 연관이 있으며, 무술을 전통체육활동으로 취급하는 체육학에서도 중요한 사료가 된다. 무학의 설립은 송대의 관료주의와 유교사상의 기풍으로 덕(德)과 의(義)를 갖춘 유장(儒將) 개념의 등장과 확산이 단초가 된다. 무학은 최초로 1043년(慶歷 3년)에 설립되고 1072년(熙寧 5년)에 공식적인 면모를 갖추어 우수한 인재를 양성하고 선발하는 기능이 원활해지면서 정치상의 효과를 보아 국가의 경쟁력을 향상시켰다. 무학 교육내용은 첫째, 보병·기병·궁병의 신체 기술과 둘째, 경서인 무경칠서(武經七書) 즉, 손자(孫子), 오자(吳子), 사마법(司馬法), 위료자(尉繚子), 황석공삼략(黃石公三略), 강태공육도(姜太公六韜), 당리문대(唐李問對)의 뜻을 이해하여 유연하게 적용하는 것, 셋째로 현실적인 문제해결 등을 시험하여 그 대책을 가르쳤다. 이러한 무학은 신체기술(人), 전쟁(事), 무기(物)의 세 가지 측면을 포괄하고, 교육·선발·승진의 기능을 담당하여 무거제의 발전과 존속을 꾸준히 뒷받침하였다. 수집된 자료를 통해 중국의 전통사회에서 체육전문인이라고 하라 수 있는 무관의 조건이 신재는 물론이고, 지도자의 통솔력과 공맹(孔孟), 그리고 병법을 강론하는 등의 지식을 겸비해야하는 사회적 요구가 있었음을 알 수 있다.