• 제목/요약/키워드: Importance measures

검색결과 942건 처리시간 0.027초

건설사고 분석을 위한 텍스트 마이닝 기반 데이터 전처리 및 사고유형 분석 (Text mining-based Data Preprocessing and Accident Type Analysis for Construction Accident Analysis)

  • 윤영근;이재윤;오태근
    • 한국안전학회지
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    • 제37권2호
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    • pp.18-27
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    • 2022
  • Construction accidents are difficult to prevent because several different types of activities occur simultaneously. The current method of accident analysis only indicates the number of occurrences for one or two variables and accidents have not reduced as a result of safety measures that focus solely on individual variables. Even if accident data is analyzed to establish appropriate safety measures, it is difficult to derive significant results due to a large number of data variables, elements, and qualitative records. In this study, in order to simplify the analysis and approach this complex problem logically, data preprocessing techniques, such as latent class cluster analysis (LCCA) and predictor importance were used to discover the most influential variables. Finally, the correlation was analyzed using an alluvial flow diagram consisting of seven variables and fourteen elements based on accident data. The alluvial diagram analysis using reduced variables and elements enabled the identification of accident trends into four categories. The findings of this study demonstrate that complex and diverse construction accident data can yield relevant analysis results, assisting in the prevention of accidents.

A Study on the Prevention of Appropriate Store and Gentrification to Restore the Function of the Commercial District in the Original City

  • RYU, Tae-Chang
    • 유통과학연구
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    • 제20권11호
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    • pp.109-120
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    • 2022
  • Purpose: We would like to identify the appropriate size of stores in the commercial district suitable for the era of low growth. In addition, it is intended to present alternatives to prevent gentrification along with measures to revitalize commercial districts according to the selection of appropriate stores. Research design, data and methodology: The importance and commercial district usage patterns were identified through surveys by consumers and sellers. the demand and size of the commercial area were calculated based on the floating population and resident registration population. In addition, based on this, through metric analysis, the importance of the business district activation plan and what important matters can prevent gentrification were analyzed. Result: In this the study, 555 stores are currently operating in the target area, but it is seen as a commercial district with a scale that can operate 136 stores and 938 stores. In addition, it was analyzed that the Commercial Lease Protection Act needs to be strengthened to prevent gentrification. Conclusions: Due to the nature of small and medium-sized cities in Korea, commercial districts that have once lost their resilience must take much effort to find vitality. It is believed that local commercial districts will have resilience when diagnosis and recovery measures are adequately presented.

산업단지 위기지수 도출을 위한 방법론 개발 (Development of Method for Deriving The Crisis Index of Industrial Complex)

  • 김성진;홍종의;김한국
    • 한국산학기술학회논문지
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    • 제20권10호
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    • pp.250-258
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    • 2019
  • 1960년대부터 조성된 산업단지는 시간이 지남에 따라서, 노후화되고 있다. 산업단지의 노후화에 따른 문제가 발생함에 따라 산업단지 쇠퇴에 관한 연구가 활발히 진행되고 있다. 산업단지 쇠퇴를 측정하고, 재생하기 위한 연구는 활발히 이루어지고 있으나, 산업단지 위기에 관한 연구는 거의 이루어지지 않고 있다. 쇠퇴는 장시간에 걸쳐 지속적으로 나타나는 현상의 결과이지만, 위기는 단기간에 걸쳐 급진적으로 나타나는 결과이다. 산업단지 쇠퇴에 대응하기 위해서는 지속적인 재생이 필요하지만, 산업단지 위기에 대응하기 위해서는 선제적 대응이 필요하다. 따라서 산업단지별, 업종별 외부환경변화 등을 체계적으로 예측 평가할 수 있는 위기지수 개발의 필요하다. 본 연구에서는 산업단지 위기지수를 개발하고자 한다. 산업단지 위기지수 개발을 위한 측정지표를 도출하고, AHP를 기반으로 측정지표의 상대적중요도를 도출한다. 측정지표의 측정 단위가 다르고, 산업단지별 업종별 위기를 민감하게 측정할 수 있는 정규화법을 개발한다. 상대적 중요도와 정규화된 값을 기반으로 산업단지 위기지수를 개발하며, 이를 국가산업단지에 적용하여 적용가능성을 검증하고자 한다.

소비자와 제공자가 자각하는 간호서비스와 측정도구에 관한 연구 (A Study of the Nursing Service Perceived by Consumers and Providers, and the Tool that Measures Nursing Service)

  • 이미애
    • 대한간호학회지
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    • 제33권6호
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    • pp.772-783
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    • 2003
  • Purpose: This study was performed to measure the nursing service perceived value by consumer and providers, and to investigate the relationship among nursing service, general satisfaction and hospital revisiting intent, and to examinate the tools that measures nursing service's reliability, construct validity and usefulness. Method: The questionnaire was developed and distributed to 300 patients and 210 nurses at three general hospitals. For data analysis, SPSS/PC program was used. Result: The nursing service perceived value by providers is higher than that by consumers. There are distinctive difference in the expectation, and importance and performance values of the nursing service perceived. In examination of the relationship among nursing service, general satisfaction and hospital revisiting intent, nursing service has a deep relationship with general satisfaction, but doesn't have relationship with hospital revisiting intent. The tool that measures nursing service has a good reliability and construct validity. In analysis on the usefulness between the tools, SERVPERF tool is more useful than SERVQUAL tool. conclusion: The nursing service perceived value by consumer is different that by providers, and the tool that measures nursing service has a good reliability and construct validity. The SERVPERF tool is more useful than SERVQUAL tool.

독일에서의 환경영향의 정량적 평가 (Quantification of Ecological Impact as a Basis for Evaluation)

  • Schweppe-Kraft, Burkhard
    • 환경영향평가
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    • 제2권2호
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    • pp.59-71
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    • 1993
  • Evaluation methods are employed in environmental impact assessment to choose between different project site, to determine the required measures to compensate impact and to decide whether the environmental impacts are more important than the social or economic effects of a project. The main obstacles that restrict use of quantitative evaluation method are a Lack of knowledge about the environmental effects (e.g. if impacts on wildlife or landscape amenities are predicted) and the relative importance of economic and social issues compared with nature conservation stability of ecosystem or landscape beauty. In Germany, the most common method for site planning is the "ecological risk analysis". It is a kind of multi-criteria-decision-method based on quantitative and qualitative description and ordinal ranking. The various kinds of "ecological balancing methods" that are more recently developed (within the last decade) to quantify the required amount for compensatory measures instead often use cardinal figures to express the value of ecosystems, the intensity of impacts, the need for additional measures to compensate for long recuperative periods when restoring ecosystems and so on. There are still only a view attempts to quantify decisions between environmental and socio-economic issues. Multicriteria-analysis as well as cost-benifit-analysis was used. Some new approaches which are still in a preliminary status are based on contingent valuation and on calculations for compensatory payments (instead of compensatory measures).

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서울 수도권 지하철망의 호선별 망 매개 중심성과 승객 흐름 분석 (Network Betweenness Centrality and Passenger Flow Analysis of Seoul Metropolitan Subway Lines)

  • 이강원;이정원
    • 산업경영시스템학회지
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    • 제41권2호
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    • pp.95-104
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    • 2018
  • Using network betweenness centrality we attempt to analyze the characteristics of Seoul metropolitan subway lines. Betweenness centrality highlights the importance of a node as a transfer point between any pairs of nodes. This 'transfer' characteristic is obviously of paramount importance in transit systems. For betweenness centrality, both traditional betweenness centrality measure and weighted betweenness centrality measure which uses monthly passenger flow amount between two stations are used. By comparing traditional and weighted betweenness centrality measures of lines characteristics of passenger flow can be identified. We also investigated factors which affect betweenness centrality. It is the number of passenger who get on or get off that significantly affects betweenness centrality measures. Through correlation analysis of the number of passenger and betweenness centrality, it is found out that Seoul metropolitan subway system is well designed in terms of regional distribution of population. Four measures are proposed which represent the passenger flow characteristics. It is shown they do not follow Power-law distribution, which means passenger flow is relatively evenly distributed among stations. It has been shown that the passenger flow characteristics of subway networks in other foreign cities such as Beijing, Boston and San Franciso do follow power-law distribution, that is, pretty much biased passenger flow traffic characteristics. In this study we have also tried to answer why passenger traffic flow of Seoul metropolitan subway network is more homogeneous compared to that of Beijing.

일반국민 및 이해관계자의 기후변화 적응 인식 비교 연구 (The Comparative Study of Perception of the Public and Stakeholder to Climate Change Adaptation)

  • 정윤지;하종식
    • 한국기후변화학회지
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    • 제6권2호
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    • pp.159-166
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    • 2015
  • The way to respond to climate change is divided into mitigation and adaptation. So far, the response of climate change has been focused on mitigation. The perception of response of climate change also has been focused on mitigation. However, climate change mitigation and adaptation should be highlighted in a comparable concept as a response to climate change. On the other hand, perception of the public on climate change affects the support or opposition of the general public about climate change-related policies. The purpose of this study is to assess awareness of the general public and stakeholders on the subject of climate change adaptation and to present a basis for a future national climate change adaptation policy. Questionnaire on awareness of climate change adaptation were composed of the climate change and climate change response (mitigation, adaptation) understanding and importance, the seriousness of climate change-related adverse climate event, the need for climate change adaptation measures, the degree of implementation, and the level of government effort for climate change response. Climate change adaptation-related awareness survey was conducted for the general public 1,011 people and stakeholders 101 people by telephone interviews. In this study, the perception survey has a difference in aspect of the contents and methodology. And We were able to present the three characteristics of the general public and stakeholders aware of the subject of climate change adaptation. First, the relative importance of climate change adaptation was relatively low. Second level of awareness about climate change response of the public was significantly lower than the stakeholders. Finally, the need to prepare the implementation of the sectoral level, the first adaptation measures was relatively low.

Addressing the concept of Methane and Carbon emissions by wetlands and the Status of Wetlands India: A Review

  • Farheen, Kaggalu Shaista;Kim, Lee-Hyung
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2022년도 학술발표회
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    • pp.462-462
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    • 2022
  • Wetlands are one of the most vital natural habitats on the planet. India is incredibly blessed to have a number of multifunctional wetland ecosystems. Wetlands, in addition to their functional importance, can act as sources or sinks for greenhouse gases (GHGs) depending on their intrinsic factors. Carbon (CO2) and Methane (CH4) are the major greenhouse gases (GHG's) emitted in wetlands. It is demonstrated that, despite having 4.6 percent of its area covered by natural or man-made wetlands, being home to a large number of wetlands, and being the world's second largest cultivator of paddy, India's wetlands, including paddy fields that are intermittently flooded as typical wetlands, have been very poorly studied in terms of GHG emissions. The purpose of this paper is to examine the status of Indian wetlands and wetlands in terms of CH4 and CO2 emissions. The present study also reviews various literature to provide the equations, parameters that are required for estimating carbon and methane and some of the best strategies for conserving carbon in wetlands. The findings suggest that both non-manipulative and manipulative measures can be used to improve Carbon Sequestration (CS). Non-manipulative measures aim to improve CS by increasing the spatial extent of wetlands, whereas manipulative measures aim to change the characteristics of specific wetland components that influence CS. Uncertainty in carbon dynamics projections under changing environmental conditions is caused by a number of Knowledge gaps: i) There is a lack of knowledge on how organic matter mineralizes and partitions into carbon dioxide, methane, and dissolved organic carbon, ii) With the notable exception of methane dynamics, models that represent the dynamic interaction of processes and their controls have yet to be established. As a result, more research is needed to fully understand the importance of wetlands in terms of GHG emissions and carbon sequestration in India.

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변형된 IPA 분석기법을 활용한 도시부 도로 서비스 질 평가 (Evaluation of Urban Roadway Service Quality Using Modified-IPA Technique)

  • 김태호;고준호;원제무
    • 한국도로학회논문집
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    • 제10권2호
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    • pp.91-100
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    • 2008
  • 현재 도시부 도로에 대한 서비스 수준 평가는 통행속도, 지체 등과 같은 정량적인 부분만을 고려하였다. 하지만 도시부 도로를 이용하는 운전자들은 정량적인 부분이외에도 도로의 청결, 타운전자의 법규위반 등의 정성적인 측면에서도 영향을 받고 있는 것이 현실이다. 이에 본 연구에서는 정량적인 부분과 정성적인 부분을 함께 고려하여 평가지표를 도출하고, 서비스 측면의 개선사항 도출시 주로 경영분야에서 사용되고 있는 Importance-Performance Analysis (IPA) 기법을 변형하여 사용하였다. 본 연구에서 제안된 변형된 IPA 분석기법은 분석대상 및 항목간 상대적 수준을 반영하여 서비스 수준이 평가될 수 있도록 구성되어 있다. 사례분석 지역으로 서울시 강남 3개구, 강북 3개구를 선정하여 도시부 도로의 서비스 질 평가가 수행되었으며, 변형된 IPA 평가를 토대로 도로 서비스 질 향상을 위한 지역별 개선항목을 도출하였다.

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간호대학생의 중동 호흡기 증후군 예방을 위한 손 씻기 수행 빈도에 영향을 미치는 요인 (Hand washing and Preventive Measures for Middle East Respiratory Syndrome Coronavirus)

  • 임소희
    • 한국산학기술학회논문지
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    • 제17권2호
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    • pp.427-435
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    • 2016
  • 최근 중동 호흡기 증후군의 발현으로 손 씻기가 강조되고 있는 실정이다. 본 연구의 목적은 중동호흡기 증후군의 예방을 위하여 손 씻기의 빈도에 영향을 미치는 요인을 파악하기 위하여 기질불안, 건강통제위, 건강증진행위의 관계를 분석하였다. 314명의 간호 대학생들에게 중동 호흡기 증후군을 예방하는 방법, 손 씻는 횟수, 기질불안, 건강통제위, 건강증진행위에 대하여 설문조사하였고, 수집된 자료는 Pearson correlation, 다중회귀분석으로 분석하였다. 손 씻기 수행 빈도에 영향을 미치는 요인으로는 손 씻기 중요도 이였으며, 손 씻기 중요도에 영향을 미치는 요인은 내적통제위로 나타났다. 또한, 대부분의 간호 대학생이 손 씻기가 중동 호흡기 증후군의 가장 중요한 예방법으로 인지하였다. 이에 손 씻기의 중요성과 내적 통제위를 강화한 건강교육을 진행해야 할 것이다.