• Title/Summary/Keyword: development on standard model

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기계학습을 통한 토양오염물질 농도 예측 및 분포 매핑 (Predicting Concentrations of Soil Pollutants and Mapping Using Machine Learning Algorithms)

  • 강혜원;박상진;이동근
    • 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.

산업장 건강검진의 한의학적 모델 개발 연구 (Research on the Development of the Oriental Medical Model on the Health Examination in the Industry)

  • 정명수;김성천;이은경;천은주;한종민;이수경;강성호;유택수;정재열;송용선;이기남
    • 대한예방한의학회지
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    • 제4권1호
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    • pp.32-50
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    • 2000
  • On the process of research in the plan on oriental medical participation in the industrial health sponsored by BK21 project, we carried out the oriental medical health examination program for workers during former half-year We reached the conclusion as follows, 1. The oriental medical health examination program is contents and formalities that should be determined by present industrial health system, based on the oriental medical system and scholastic character, and included probability of the western and oriental medical cooperation. 2. The oriental medical health examination program can promote capability of individual health management and productive power of workers, and it is capable to manage on the self-conscious symptoms and macroschophically approach to their environment 3. The oriental medical health examination program that we have developed, is flow as questionare, understanding of working environment, information of result and later management. It is composed of three fields as follow , first, use of pulse diagnostic apparatus, understanding of the health promotion life style, and diagnosis of the oriental medical doctor, second, analysis of constitution, third, photographing for understanding of the musculoskeletal disorders, questionare for musculoskeletal self-conscious symptoms, and diagnosis of oriental medical doctor. 4. The oriental medical health examination program that we have developed, progressive from the view point of health, makes the oriental medical doctor's roll more important. It is the first trial at the western and oriental medical cooperation and characterized by excellence about musouloskeletal disorders. But it need to be improved in aspects of time and specialist on the health examination, diagnostic apparatus, control of examinant and later management. So we think that it needs research on the employment of health examination specialist, establishment of later management system, development of significantly diagnosable standard and assessable form on the health examination, and contents of health examination on the western and oriental medical cooperation.

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조직의 정보 니즈와 ERP 기능과의 불일치 및 그 대응책에 대한 이해: 조직 메모리 이론을 바탕으로 (Understanding the Mismatch between ERP and Organizational Information Needs and Its Responses: A Study based on Organizational Memory Theory)

  • 정승렬;배억호
    • Asia pacific journal of information systems
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    • 제22권2호
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    • pp.21-38
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    • 2012
  • Until recently, successful implementation of ERP systems has been a popular topic among ERP researchers, who have attempted to identify its various contributing factors. None of these efforts, however, explicitly recognize the need to identify disparities that can exist between organizational information requirements and ERP systems. Since ERP systems are in fact "packages" -that is, software programs developed by independent software vendors for sale to organizations that use them-they are designed to meet the general needs of numerous organizations, rather than the unique needs of a particular organization, as is the case with custom-developed software. By adopting standard packages, organizations can substantially reduce many of the potential implementation risks commonly associated with custom-developed software. However, it is also true that the nature of the package itself could be a risk factor as the features and functions of the ERP systems may not completely comply with a particular organization's informational requirements. In this study, based on the organizational memory mismatch perspective that was derived from organizational memory theory and cognitive dissonance theory, we define the nature of disparities, which we call "mismatches," and propose that the mismatch between organizational information requirements and ERP systems is one of the primary determinants in the successful implementation of ERP systems. Furthermore, we suggest that customization efforts as a coping strategy for mismatches can play a significant role in increasing the possibilities of success. In order to examine the contention we propose in this study, we employed a survey-based field study of ERP project team members, resulting in a total of 77 responses. The results of this study show that, as anticipated from the organizational memory mismatch perspective, the mismatch between organizational information requirements and ERP systems makes a significantly negative impact on the implementation success of ERP systems. This finding confirms our hypothesis that the more mismatch there is, the more difficult successful ERP implementation is, and thus requires more attention to be drawn to mismatch as a major failure source in ERP implementation. This study also found that as a coping strategy on mismatch, the effects of customization are significant. In other words, utilizing the appropriate customization method could lead to the implementation success of ERP systems. This is somewhat interesting because it runs counter to the argument of some literature and ERP vendors that minimized customization (or even the lack thereof) is required for successful ERP implementation. In many ERP projects, there is a tendency among ERP developers to adopt default ERP functions without any customization, adhering to the slogan of "the introduction of best practices." However, this study asserts that we cannot expect successful implementation if we don't attempt to customize ERP systems when mismatches exist. For a more detailed analysis, we identified three types of mismatches-Non-ERP, Non-Procedure, and Hybrid. Among these, only Non-ERP mismatches (a situation in which ERP systems cannot support the existing information needs that are currently fulfilled) were found to have a direct influence on the implementation of ERP systems. Neither Non-Procedure nor Hybrid mismatches were found to have significant impact in the ERP context. These findings provide meaningful insights since they could serve as the basis for discussing how the ERP implementation process should be defined and what activities should be included in the implementation process. They show that ERP developers may not want to include organizational (or business processes) changes in the implementation process, suggesting that doing so could lead to failed implementation. And in fact, this suggestion eventually turned out to be true when we found that the application of process customization led to higher possibilities of failure. From these discussions, we are convinced that Non-ERP is the only type of mismatch we need to focus on during the implementation process, implying that organizational changes must be made before, rather than during, the implementation process. Finally, this study found that among the various customization approaches, bolt-on development methods in particular seemed to have significantly positive effects. Interestingly again, this finding is not in the same line of thought as that of the vendors in the ERP industry. The vendors' recommendations are to apply as many best practices as possible, thereby resulting in the minimization of customization and utilization of bolt-on development methods. They particularly advise against changing the source code and rather recommend employing, when necessary, the method of programming additional software code using the computer language of the vendor. As previously stated, however, our study found active customization, especially bolt-on development methods, to have positive effects on ERP, and found source code changes in particular to have the most significant effects. Moreover, our study found programming additional software to be ineffective, suggesting there is much difference between ERP developers and vendors in viewpoints and strategies toward ERP customization. In summary, mismatches are inherent in the ERP implementation context and play an important role in determining its success. Considering the significance of mismatches, this study proposes a new model for successful ERP implementation, developed from the organizational memory mismatch perspective, and provides many insights by empirically confirming the model's usefulness.

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수학과 수행평가과제의 개발 및 적용이 수학 학습 태도에 미치는 영향 - 중학교 1학년을 중심으로 - (The Influence on the Learning Attitude of the Development and Application of Mathematical Performance Assessment Tasks - Focused on 1st Grade Middle School Students -)

  • 정재영
    • 한국학교수학회논문집
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    • 제4권2호
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    • pp.61-74
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    • 2001
  • The purposes of this study are to develop the mathematical performance assessment tasks and to apply them to the middle school students. And I also intend to know the students' inclination and learning attitude to mathematics. In order to satisfy this study, I developed the performance assessment tasks and the standard program of marking about the mathematical function and statistics for the first grade students at middle school. After examining the students' basic investigation, their inclination and learning attitude to mathematics, I applied these developed tasks to them After that I put both classes and performance assessment into operation in all 15 periods. I set up two classes of the first grade students (49 students) at J middle school in Kongju, Chungcheongnam-do as a model group. The results of this study are as follows: First, owing to the developed performance assessment tasks of function and statistics, the teachers can operate the assessment system as a process of teaching and learning. Second, because of the application of mathematical performance assessment tasks, we can change the students' inclination and learning attitude to mathematics affirmatively. And by using these tasks, we can help the students to think mathematically. In this way, the students will be able to realize the real value of mathematics and have a growing interest in mathematics through all these meaningful processes. Judging from this study, we can elevate the students' abilities of problem solving and reasoning and improve teaching-learning method by applying the performance assessment tasks to them. Thanks to these tasks, the students will be changed affirmatively in their inclination and learning attitude to mathematics. I think that these tasks are very good assessment method which can call forth curiosity and interest. Besides, they can also help the students realize the real value of mathematics.

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중국 농촌마을 재편의 의의와 한계 - '농민상루(農民上樓)' 현상에 대한 비판적 고찰을 중심으로 - (Significance and Limitations of Chinese Rural Villages Reconstruction - Focusing on the Critical Study on'Farmers' Upstairs(農民上樓)' Phenomenon -)

  • 박경철
    • 농촌지도와개발
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    • 제22권2호
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    • pp.191-203
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    • 2015
  • The purposes of this study are to explain the background and significance of the 'Farmers' upstairs'(農民上樓) phenomenon which has been currently promoted as part of the "New Socialist Countryside Construction" in contemporary China, and its positive and negative aspects, and analyze the limitations of 'Farmers' upstairs'phenomenon. 'Farmers' upstairs'means the building of concentrated farmhouses by means of reconstruction of scattered farmhouses here and there, simultaneously by installing cultural, social welfare, and environmental facilities where rural farmer also could enjoy the convenience of urban living. It brings, however, the positive effects such as the improvement of living conditions of rural farmers, the simultaneously expanding of urban construction land and agricultural land, and the new influx of population from urban areas, whiles the negative effectives such as the forced demolition of farmhouses by governments or real estate developers with very lower compensation costs for the demolition of farmhouses, the gap from the standard of living, and above all, the inconvenience caused by the living in a multi-stories building in the rural villages. As a result, it is pointed out that the ongoing 'Farmers' upstairs', promoted as a kind of rural movement beyond a phenomenon, has similarities with the Rural Cooperative Movement(農村合作化運動) of Mao Zedong era(1953-61), namely the People's Commune Movement(人民公社運動) finally failed.

한국 원자력 분야 정책추진체계 연구 - 고리원전추가건설사례로 본 위험거버넌스 구축 측면에서 - (A Study on System for Policy Promotion of Korean Nuclear Power - Risk Governance with Additional Construction of Nuclear Power Plants -)

  • 이상윤;윤홍주
    • 한국전자통신학회논문지
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    • 제10권1호
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    • pp.81-94
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    • 2015
  • 본 연구는 급속한 현대과학기술의 발전에 따른 리스크 등과 같은 위험증가에 대해 한국에 있어 이러한 불확실성에 대응하는 바람직한 위험거버넌스 구축방안을 찾기 위한 것이다. 따라서 본 연구는 고리원전추가건설에 관한 과학기술전문가집단과 일반대중 곧 찬성 측인 고리원전 측과 반대 측인 고리원전 지역주민들의 상호소통 문제를 중점적으로 살펴보고, 현재의 한국 원자력 분야에 있어서의 관련 정책추진체계를 고찰한다. 이러한 결과 원자력기술에 관한 위험성 커뮤니케이션에서의 교섭시점에서의 상호소통을 강화하는 거버넌스 구축이 도출되었고, 향후 한국형 원전건설의 정책적 지향점이 탐색되었다.

3D게임 애니메이션 제작 파이프라인 및 적용 사례 제안 (3D game animation production pipeline and application instance proposal)

  • 한동훈;유석호;이동열;최태준;이흥우
    • 한국콘텐츠학회:학술대회논문집
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    • 한국콘텐츠학회 2007년도 추계 종합학술대회 논문집
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    • pp.644-646
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    • 2007
  • 온라인게임 산업은 많은 성장과 발전을 이루어 왔다. 게임업체들의 고통 중의 하나로 온라인의 특성에 따라 짧아지는 게임제작 파이프라인과, 빠른 제작 스케줄에 적합하며 쉽게 게임 제작 시 응용 적용이 가능한 다양한 3D게임캐릭터 애니메이션의 형태별, 동작별, 종류별로 분류된 애니메이션 모델 기준연구를 필요로 하고 있다. 본 연구에서는 실 사례 중심으로 게임에 이용된 디지털 기반 게임 캐릭터의 요소별 모델 분류 설정을 연구 분석하여 3D게임캐릭터 애니메이션 제작에 필요한 기초자료를 도출 한 후 디지털 모션캡처시스템을 활용하여 실시간으로 다양한 캐릭터 애니메이션의 실사 움직임 제어연구를 진행하여 게임산업 및 디지털 콘텐츠 산업에 효율성이 높고 짧은 시간에 적용 가능한 캐릭터애니메이션 제작 과정 및 제작 파이프라인 도출해보고자 한다.

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핵심 개념 중심의 정보 윤리 영역에 대한 초등학교 정보과 교육과정 개발 (Development of Information Ethics Curriculum Centered on Core Concepts for Elementary School)

  • 정영식;신수범;김철
    • 정보교육학회논문지
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    • 제21권6호
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    • pp.733-742
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    • 2017
  • 최근, 2015 개정 실과 교육과정에 포함된 초등학교의 SW교육 시수가 너무 부족하여, 더 많은 수업 시간을 확보해달라는 요청이 증가하고 있다. 따라서 한국정보교육학회에서는 차기 2020 교육과정 개정을 위해 2014년부터 2016년까지 정보과 교육과정 표준 모델을 개발하였다. 그러나 KAIE 교육과정은 중고등학교 정보과 교육과정과의 연계가 부족하고, 핵심 개념 중심의 성취기준으로 구성되어 있지 않아, 현장 교사들이 재구성하여 운영하는데 어려움이 있었다. 이에 본 연구에서는 초등학교 현장 교사를 중심으로 델파이 조사를 실시하여 정보 윤리 영역에 필요한 핵심 개념을 인터넷 예절, 개인정보 보호, 정보 생활, 저작권 보호 등 4가지로 선정하고, 그에 따른 성취기준을 제시하였다.

도시네트워크 특성에 따른 신도시 경제적 자족성 기준 연구 (Economic Self-Sufficiency Criteria for New Town Planning by Network Characteristics)

  • 송영일;임주호
    • 토지주택연구
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    • 제7권4호
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    • pp.251-259
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    • 2016
  • 공간구조가 다핵분산형으로 전환되면서 도시 간 네트워크적 연계를 통한 경쟁력 강화가 중요한 이슈로 등장하고 있다. 이에 따라 지역거점으로서의 신도시 역할, 특히 적절한 산업기능의 확보가 필요하지만 현행 신도시의 경제적 기준은 규모에 따른 일괄적 기준을 제시하고 있어 권역 내 신도시의 위상을 반영하지 못하는 한계가 있다. 이에 본 연구는 기존 신도시에 대한 네트워크 분석을 통해 신도시 유형을 구분하고 이러한 유형과 규모에 따른 경제적 자족성 계획기준을 검토하였다. 연구방법으로는 국 내외 신도시 산업용지에 대한 사례 분석 및 1, 2기 신도시에 대한 네트워크 분석방법을 적용하였다. 네트워크 특성은 다양한 지표로 나타나는 바, 본 연구는 연결중심성, 근접중심성 지표를 활용하여 신도시의 네트워크적 위상에 따른 유형을 단핵집중형, 분산집중형, 모도시종속형으로 구분하였다. 이와 같은 유형구분을 바탕으로 신도시 규모별 자족시설용지 확보기준을 재검토하였다. 본 연구결과는 지속가능한 신도시계획기준 및 택지개발업무처리지침의 개선 및 개발계획 수립 변경을 위한 자료로 활용할 수 있다.

도시림의 보호 및 증진관리를 위한 계획제도에 관한 연구 - 대전광역시를 사례로 - (Planning System on Conservation and Improvement of Urban Forest - A Case Study in Daejon City, Korea -)

  • 정순오
    • 농촌계획
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    • 제15권4호
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    • pp.135-146
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    • 2009
  • Urban forest area in South Korea has been increased up to 20.8% of national land as of 2007 by the mergence of municipalities and counties. The rate of park and green tract among urban forest averages out to about 4% nationally but the Capital, Seoul, almost 105% level, not easy to split the two. Park and green has positive management system because of its infrastructure attribute and relevant security obligation standard while urban forest left alone with no such concerns. The most important reason of the negligence comes from institutional inertia although it is possible to be managed functionally by forest laws as like forests of park, landscape, wind and noise protection, and timber product. As a results, it reaches below than 92.64% of the national average level of the timber stockpile especially in the metropolitan areas and loses broad acres rapidly due to the easy conversion system to the urban land usage. Therefore, there must be required some alternative methodologies to conserve and foster it. The paper proposes the four urban forest management types and their control methods. The four types divide into conservation, foster, development, and reservation ones. Also it suggests the five furtherance tract types with the combination among the four earlier types, optionally having one of the six aim climaxes and recommends the standardization of operation design. The total green quantity index of urban forest also suggested by the weight method according to location and DBH class. The case study of the suggested model was executed on the Daejon Metropolitan area and its index calculated as 110.4% level compared with the acreage.