• 한국정보처리학회논문지
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• 제1권2호
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• pp.225-236
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• 1994

지금껏 발표된 많은 연구 결과에 의하면 신경망 시스템의 일반화 정도(정확도) 는 통계적 모델과의 비교 평가에서 그 일반화 정도가 그들과 버금가거나 우수하다는 평가를 받고 있다. 그러나, 이러한 신경망 시스템의 우수한 예측 결과는 불량 데이타 (noisy data)가 거의 없는 건전한 데이타, 혹은 일정량의 불량 데이타를 제어할 수 있을 만큼 충분한 양의 데이타로 신경망을 학습시켰을 경우에만 얻을 수가 있었다. 실제 문제-특히, 경제, 경영상의 문제-를 풀기 위하여 모아진 실 데이타는 신경만 시 스템이 만족할 만한 예측 결과를 보일 수 있을 정도의 건전한 데이타가 못되는 것이 현실이다. 따라서, 본 연구에서는 일정량의 불량 데이타를 포함하고 있는 훈련 데이타 를 통해 신경만을 훈련시킬 경우 신경망 시스템의 일반화 정도를 높일 수 있는 방법 에 대하여 논하였다. 본 연구의 관찰된 실험 결과에 의하면 신경망 시스템의 일반화 정도를 높이기 위해 훈련 데이타에서 같은 입력값을 갖는데도 불구하고 서로 상반되 는 출력값을 갖는 불량 데이타들을 골라내어 신경망 시스템을 훈련시키는 방법을 제 안하였다. 아울러, 두개의 서로 상반된 결과값을 갖는 불량 데이타로 신경만을 훈련 시켰을 경우 두 결과값의 평균값에 의해 신경망의 가중치(weight)조정이 된다는 이전 의 연구결과［25］도 입증되었다. 또한, 본고에서는 현재 진행중에 있는 신경망을 이 용한 신용 평가 시스템 개발에 관한 중간 결과도 기술되어 있다.

• 환경영향평가
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• 제31권4호
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• pp.214-225
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• 2022

본 연구는 사업시행이 환경에 미치는 부정적 영향을 최소화할 수 있는 방안을 강구하기 위해 환경영향평가 토양 부문을 강조하였다. 영향평가 절차에 대한 일련의 노력으로서 도시개발사업을 대상으로 하는 국가 인벤토리 기반 데이터베이스를 구축하였으며, 세 가지 기계학습 모델 성능 평가 및 토양오염물질 농도분포 매핑을 진행하였다. 여기에서, 가장 우수한 성능을 보여준 Random Forest 모델을 사용하여 대한 민국 수도권 지역을 대상 9가지 토양오염물질을 매핑하였다. 본 연구의 결과는 도시화가 가장 활발한 서울지역에서 아연(Zn), 불소(F) 및 카드뮴(Cd) 농도가 상대적으로 우려되는 것을 발견하였다. 또한, 수은(Hg)과 크롬(Cr6+)의 경우 농도가 기준 이하로 검출되었는데, 이는 중금속 농도에 영향을 미치는 산업 및 공업단지와 같은 오염원 부족이 원인으로 도출되었다. 토양오염물질 공간분포 매핑을 통해 토양특성 및 토지이용 유형과 오염물질 간의 유의한 상관관계를 유추하였다. 이를 통해 사업 현장 위치에 관한 토양오염 최소화 및 계획 결정에 대한 효율적인 토양관리 방안을 구축할 수 있을 것으로 기대한다.

• 교육녹색환경연구
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• 제19권3호
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• pp.26-37
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• 2020

이 연구의 목적은 지속가능성 교육을 위하여 초등학교 교육과정에 적용할 수 있는 생태감사 프로그램의 개발 방안을 마련하는 것이다. 학교 생태감사는 학생 또는 학교라는 집단이 학교의 환경적 문제점을 스스로 파악하고 해결할 수 있도록 하는 것으로, 이를 통해 오래갈 의사결정과 태도를 함양할 수 있다. 문헌 연구를 통해 초등학교 교육과정에 적용 가능한 생태감사 프로젝트 학습 프로그램을 개발하였다. 개발한 프로그램은 6학년을 대상으로 하며, 생태감사의 절차적 과정 및 교육과정을 반영하여 16차시로 구성하였다. 개발된 프로그램의 학교 현장 안착 및 학교 지속가능성 향상을 위해서는 학교 환경을 주기적으로 관찰할 수 있는 학교 환경관리 시스템의 도입과 학교 교사의 역량 강화, 학교 외부의 전문적 인증제도 등이 필요하다. 그리고 이러한 상향식 정책 결정 체제로서, 학생들의 환경교육 활동을 통한 지속 가능한 학교 문화 확산도 기대할 수 있다.

• 한국환경교육학회지:환경교육
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• 제13권1호
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• pp.75-86
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• 2000

The purpose of this study is to analyze the content of environmental inquiry activities and values of elementary school students written in their reports of the Energy Environment Inquiry Activity Contest which is a unit contest of the Youth Science Festival held annually in Korea and get some ideas for the valuable way of Korean environmental education. 10 teams' reports were gathered and the locality, class study area, inquiry theme, inquiry method and values were analyzed and introduced as case studies to get some insights to teach elementary school students environmental values through inquiry activities of science subject approach. Each teams set various inquiry themes in the content domain of energy resources and earth environment conservation focusing on each team's geographical characteristics and occurring environmental problems in their local areas. There were 16 sentences representing technocentrism and 12 sentences representing ecocentrism. 5 of 10 teams showed both of technocentrism and ecocentrism in their reports. But their was only scientific knowledge without any environmental values in one team's report. Inquiry activity is a good teaching-learning method to develop environmental literacy. There should be environmental values involved as far as it is the environmental inquiry activities using environmental subject matter. The result of this study proposes that environmental educators should actively intervene for inquirers to set a stage in the whole process to search for an alternative to solve environmental problems involved in their project activities. The reason is because the environmental education in the elementary school is established to operate by the infusion way into various subjects already existed in the Korean curriculum.

• 한국과학교육학회지
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• 제33권4호
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• pp.763-777
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• 2013

본 연구는 통합을 실천하고 있는 두 학교의 사례를 통해 학교 차원의 통합 과학교육의 가능성을 알아보고자 하였다. 이를 위하여 통합을 실천하고 있는 학교에서 일어나는 통합은 어떤 형태인지 그리고 일반 학교와 구별되는 그 학교의 상황 요소는 무엇인지를 수업 참관, 교사 면담, 학교교육계획서 수집, 수업 동영상 분석, 학생 결과물 수집과 같은 다중적인 방법을 사용하여 살펴보았다. 본 연구의 결과는 다음과 같다. 첫째, 두 학교는 통합의 유형, 수준, 교사의 역할, 학생 활동에서 차이를 드러냈으며 이러한 차이가 다른 모습의 통합 과학교육 사례를 보여주었다. 둘째, 두 학교가 통합을 실천할 수 있게 한 학교 상황 요소가 있었다. 통합교육을 실천한 학교를 대상으로 한 선행 연구 결과와 비교했을 때 '리더십', '교사 팀의 협력활동', '교육계획을 위한 시간확보', '유동적인 시간운영', '지역사회와 연계'와 같은 유사한 학교 상황요소가 발견되었다. 그러나 두 학교의 사례에서는 통합을 기존의 안정적 성격의 교육적 시도가 아닌 보수적인 교사 문화를 극복하여 학교 교육의 혁신을 추구하는 것으로 보았다. 따라서 이 연구에서는 '보수적 문화극복/혁신 추구'를 새로운 학교 상황 요소로 제안하였다. 또한 두 학교는 안정적인 교사 관계를 형성하였으나 선행 연구에 비해 단기간에 대규모로 실시되었기 때문에 선행 연구에서 제안한 '소규모의 안정적인 학습 환경' 대신 '협력적 친밀한 관계'로 요소를 수정하였다.

• International Journal of Knowledge Content Development & Technology
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• 제4권2호
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• pp.49-65
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• 2014

This paper investigates how strategy formulation and implementation processes used by the University of Cape Coast (UCC) in building its digital collections compare with the Andrew's strategic formulation and implementation theoretical framework. Theory-testing case study methodology was used. The data collection instruments were the key informant interview technique and document reviews. During the formulation phase, two aspects (resources and aspirations of senior management) were emergent. During the implementation phase, five aspects (achieving results, processes and behaviour, standards, motivation, personal) were emergent. All other elements of building the UCC digital collections were planned during both the formulation and implementation phases. Although the emphasis on students and learning is laudable and apt, there seems to be lack of focus on research support beyond digital collection building, despite the fact that research excellence is one of the UCC's key priorities. Opportunities exist for improving feedback mechanisms between the users, digital library staff and the university management; and inclusion of social media tools in the digital library project. Since only the experience of a single institution of higher learning is considered, it cannot be definitively stated that strategy formulation and implementation will be similar in every institutional context. However, the results provide a basis for academic digital libraries to draw lessons from this case. In African public universities, there is little earlier research on strategy formulation and implementation in digital library management. Strategy formulation and implementation is a critical issue for higher education academic libraries especially in developing countries like Ghana, due to limited financial resources and the rapid change in the information environment during the last several decades.

• International Journal of Quality Innovation
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• 제9권1호
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• pp.1-21
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• 2008

A Purpose. As organizations become more team oriented, research on teams continues to increase especially involving how teams contribute to organizational performance and effectiveness. Although there has been existing research on Kaizen teams in the private sector, very little research has included Kaizen teams in the public sector. In this paper, we present a method to study Kaizen teams in a local Spanish government that have been using Kaizen teams for more than ten years. Design/methodology/approach. Quantitative research was adopted for this study. Twenty teams participated in the study by filling out the Team Learning and Development Inventory (TLI) proposed by Lingham (2004). In addition, we interviewed members of the teams in order to clarify and assure our quantitative results. Findings Based on the findings, we propose that Kaizen teams should practice both Continuous (CI) and Process Improvements (PI) in their projects. We also propose that Kaizen teams should not be teams skilled only at developing better improvement processes (both CI and PI) for the organization but that such teams should also be skilled at engaging in team development using both CI and PI processes internally-a Kaizen within Kaizen teams approach. Research limitations. Its based in one case study. However, it is working paper and the research project still is developing. Practical Implications (if possible). Serve as a guide to practitioners (Public managers) who desire to understand how their Kaizen teams involves both internal (conversational spaces) and external (methodology) perspectives that would contribute to both team and organizational effectiveness. In this paper, we focus on the Internal Processes (both CI and PI) using the TLI as an effective method for Kaizen teams to engage in the Kaizen process. Originality/value. This study is one of the first to look at team's performance using Team Learning and Development Inventory in Spain's public sector. It is also the first to mention about the relationship of the team's performance and the implementation of process improvement methodologies in Spain local government environment.

• 한국환경교육학회지:환경교육
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• 제5권1호
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• pp.101-111
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• 1993

The Korean National Commission for Unesco has helped Korean Unesco Associated Schools undertake environmental studies within the framework of education for international understanding, cooperation and peace from 1991 - 1993. The environmental studies enjoyed participation by nine Associated Schools among 35 throughout the country, with each school on a different theme each year. Environmental studies by the Unesco Associated Schools are differentiated from those by the former continues to work on environmental or Provincial Boards of Education. The former continues to work on environmental education, longer than 1 - 2 years, and they can also capitalize on the international networks of the ASP, which may be instrumental to understanding the worldwide nature of the environmental issues these days. This paper contains a breif explanation of the cases of environmental studies by level of education from primary to teacher education level. It is argued that through the study, the students of Unesco Associated Schools well recognize the seriousness of environmental problems facing mankind and will have positive attitudes and values towards the preservation of our environment. It is also argued that the studies result in a variety of useful teaching/learning methods for environmental education: students visit to polluted areas. survey, composition of works with environmental themes such as posters, poems, organization of discussion by the students on environmental problems, exhibition, international correspondence, etc. The studies also have produced various helpful reaching/learning materials : photos, slides, scrapbooks of articles on environmental issues from newspapers, etc. However, several problems also emerged through the studies. A few of them are described here ; First, focus on the extra-curricula activity rather than regular curricula results in the neglect of the knowledge base of environmental education. Second, only a part of the all 35 Associated Schools have participated in the project. Third, primary and first secondary students have difficulty in using foreign language which is vital for international activities.

• 보건행정학회지
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• 제4권2호
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• pp.111-125
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• 1994

In developing total hospital information system, large amount of time and expense are to be spent while its results are likely to lead itself to end-users' dissatisfaction. Some of the main complaints on the part of end-users come from insufficient consideration of end-users environment as well as inappropriate representation of their requirement in the system alalysis and design. This papre addresses some advantages of Essential Logical Modeling Process for better analysis and design, explaining by example the developmental process of the Patent Management and Accounting System for a tertiary care hospital. In the case, the Essential Model, suggested by McMenamin and Palmer, proved to be an effective tool for clear separation of analysis and design phase and for better communication among system developers and with end-users. The modeling process itself contributed to better program modularity as well, shown in a Structured Chart. Difficulties in learning how to identify' essential activities' for the modeling practice were experienced in the beginnins stage, which were, however, overcome by elaborating some heuristic guideling and by rdferring to necessary tools including State Transition Diagram, Control Flow Diagram, and so many. While full evaluation of the Essential Model usag remains to wait till the completion of the case project, its strengt in making clear distinction between analysis and design phase was enough to be attractive to system analysts. The model concepts are open to many further application fields, particularly such areas as business re engineering, process remodeling, office automation, and organizational restructuring.

• 한국간호교육학회지
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• 제23권4호
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• pp.474-485
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• 2017

Purpose: The purpose of this study was to identify a causal relationship among major satisfaction, career decision autonomy, and career search behavior of nursing college students in clinical practice experience. Methods: Data were collected using a self-reported questionnaires from 197 nursing students in S city from December 1 to 23, 2016. These were then analyzed by descriptive statistics, ANOVA, t-test, Pearson correlation coefficient, and multiple regression using SPSS/PC+ program. Results: The results suggest that major satisfaction was correlated with career decision autonomy; likewise, major satisfaction was correlated with career search behavior. The factors influencing career search behavior were grades and major satisfaction. Conclusion: It is necessary to develop a learning method considering interest and aptitude to increase the satisfaction of the major and to apply the various programs to understand the self and the work environment so as to determine how desirable the course will be.