• 제목/요약/키워드: risk categories

검색결과 470건 처리시간 0.031초

위치기반 소셜 미디어 데이터의 텍스트 마이닝 기반 공간적 클러스터링 분석 연구 (Spatial Clustering Analysis based on Text Mining of Location-Based Social Media Data)

  • 박우진;유기윤
    • 대한공간정보학회지
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    • 제23권2호
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    • pp.89-96
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    • 2015
  • 위치기반 소셜 미디어 데이터는 빅데이터, 위치기반서비스 등 다양한 분야에서 활용가능성이 매우 큰 데이터이다. 본 연구에서는 위치기반 소셜 미디어 데이터의 텍스트 정보를 분석하여 주요한 키워드들이 공간적으로 어떻게 분포하고 있는지를 파악할 수 있는 일련의 분석방법론을 적용해보았다. 이를 위해, 위치태그를 지닌 트윗 데이터를 서울시 강남지역과 그 주변지역에 대하여 2013년 8월 한달 간 수집하였으며, 이 데이터를 대상으로 하여 텍스트 마이닝을 통해 주요 키워드들을 도출하였다. 이러한 키워드들 중 음식, 엔터테인먼트, 업무 및 공부의 세 카테고리에 해당하는 키워드들만 추출, 분류하였으며 각 카테고리에 해당하는 트윗 데이터들에 대해서 공간적 클러스터링을 실시하였다. 도출된 각 카테고리별 클러스터들을 실제 그 지역의 건물 또는 벤치마크 POI들과 비교한 결과, 음식 카테고리 클러스터는 대규모 상업지역들과 일치도가 높았고 엔터테인먼트 카테고리의 클러스터는 공연장, 극장, 잠실운동장 등과 일치하였다. 업무 및 공부 카테고리 클러스터들은 학원 밀집지역 및 사무용 빌딩 밀집지역과 높은 일치도를 나타내었다.

발달장애아동 부모의 온라인 공동체 상호작용과 성장과정 유형에 관한 연구 (A Study on the Pattern of Growth Process of the Parents of Children with Developmental Disabilities based on Online Parental Community)

  • 이경아;김성천;장혜림;이은정
    • 한국사회복지학
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    • 제66권4호
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    • pp.181-205
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    • 2014
  • 본 연구는 발달장애아동 부모의 상호작용과 이를 통한 성장과정에 대한 이론적 모형을 제시하고자 포털사이트에서 운영되는 온라인 공동체의 게시글 중 총 250개를 근거이론방법을 활용하여 분석하였다. 연구결과에 따르면 발달장애아동 부모들은 도움이 필요하고 동질감을 갖고자 하는 인과적 조건에서 상호작용을 시작하였다. 게시자, 댓글자간의 상호작용이라는 중심현상은 각 게시자의 태도가 개방적인가, 폐쇄적인가라는 맥락적 조건과 게시자와 댓글자가 상대방을 존중하고 친밀하게 대화하는가, 일방적이고 평가적 대화인가라는 중재적 조건에 따라 주고받음이 활발해지기도 하고 숨어버리는 양상이 나타나기도 하였다. 상호작용의 중심전략으로는 의지다짐, 구체정보, 공감과 지지라는 세 개의 범주에 7개의 하위범주가 포함되었다. 건강한 성장을 이룬 발달장애 부모들은 자기 수용과 강한 유대감을 가지게 되고, 부정적 철수를 하게 되는 부모들은 신세한탄을 하거나 숨어버리는 결과를 보인다. 부모성장 과정은 세 개의 상호작용 모형인 '의지다짐', '구체정보', '공감과 위로' 모형을 통하여 설명되었고 부모성장을 위한 지원으로 경험자를 통한 신뢰와 격려 제공, 지속적인 상호작용 격려하기 그리고 비공식적 지원체계와 공식적 지원체계의 협력적 보완 등을 제언하였다.

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멸종위기어류 한강납줄개 Rhodeus pseudosericeus (Pisces: Cyprinidae)의 분포양상 및 멸종위협 평가 (Distribution Aspect and Extinction Threat Evaluation of the Endangered Species, Rhodeus pseudosericeus (Pisces: Cyprinidae) in Korea)

  • 고명훈;한미숙;권선만
    • 한국어류학회지
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    • 제30권2호
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    • pp.100-106
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    • 2018
  • 우리나라 멸종위기어류 한강납줄개 R. pseudosericeus의 분포양상 및 멸종위협 등급을 평가하기 위해 과거 문헌 기록을 정리하고 2012년부터 2017년까지 분포조사를 실시하였다. 과거에 출현한 지점 수는 26개였으며, 분포조사는 214지점을 조사하여 44개 지점(한강 35개, 삽교천 4개, 대천천 5개 지점)에서 서식을 확인하였다. 한강의 일리천과 삼산천, 반계천, 한포천은 처음으로 서식이 확인되었으나 섬강의 횡성댐 일대와 흑천 하류, 무한천, 대천천 등은 댐건설과 하천공사, 수질오염, 외래종 배스의 확산 등으로 심각한 서식지 및 개체수가 심각하게 감소하고 있었다. 한강납줄개의 주요 서식지는 물이 맑은 하천 중 상류 정수역의 모래와 자갈의 비율이 높고 수생식물이 많은 곳이었다. IUCN 적색목록 기준지침서에 따라 멸종위협 등급을 평가하면, 10년 이내 점유면적 30.2%의 감소와 서식지의 질적 하락, 관상용으로 남획 위험, 외래종 배스의 확산 등으로 멸종위기 등급인 취약(VU A2cde)으로 평가되었다.

학령기 자녀를 둔 빈곤가족의 스트레스 -일 지역 빈곤가족의 실태와 경험을 중심으로- (A Study on Stress in Poor Families with School Children)

  • 강희경
    • Child Health Nursing Research
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    • 제5권2호
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    • pp.185-197
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    • 1999
  • In the family life cycle, the most important task the families with school children should perform is ‘child education’ and ‘socialization’ However, economic stress on poor families with school children presents multiple problems through the shortage of resources necessary for child education and socialization, inappropriateness of family appraisal, and the insufficiency of the control channels for the efficient management of these confined resources and appropriate appraisal. The objectives of this article are : First, to report research on the actual conditions of the poor families in one area of Cheju and on the relevant health welfare policy, and to examine the appropriateness of the direction and the substance of this policy in terms of the intervention in economic stress on the poor families under the categories of resource management and control of appraisal. Second, to analyze qualitative data extracted from the memoirs of single-parent families living in several areas of Korea under the conceptual framework constructed by literature review in order to get a better understanding of the stress which poor families with school children have experienced. And third, to confirm the factors that can be risk factor but, at the same time, strength to these poor families from presented data and to use them as the basic data from which an intervention model can be developed, based on resource management and control of appraisal. The findings of this article are : First, while the number of absolute poor families in one area of Cheju is increasing and, as a result, the danger of the possibility that multiple problems will occur is also growing, the supporting level of the current policy is no more than a direct resource offer and there is no evidence that resource management is being professionally carried out. When it comes to control of appraisal, due to absence of the professional human resources in this matter, policy performances such as technical education training can have a negative impact. Second, a conceptual framework introduced in this article, ; Economic Pressure → Helplessness → Poor self-esteem → Marital Conflict → Parent-Child financial conflict → Inappropriate socialization → Poor child social competence : is partly verified. And third, judging from the results of the qualitative data, it is confirmed that the healing families, having overcome poverty, show several positive characteristics including : hope, strength, and social support. These findings are identified with the factors of resiliency considered above. According to these results, this article suggests the following. The anti -poverty policy in the future should focus not only on a direct resource offer but also on resource management and the control of appraisal that can magnify its effects. In particular, close attention should be paid to school children since they are in the most crucial period for socialization. Moreover, an emotional labor is such an essential resource for intervention that skilled nurses should play pivotal roles.

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이제마(李濟馬)와 장종정(張從正)의 학술사상(學術思想)에 대한 비교(比較) 연구(硏究) (A Comparative Study on the Theory of Lee jaema and Chang ts' ungcheng)

  • 최의권;김경요
    • 사상체질의학회지
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    • 제8권2호
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    • pp.41-68
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    • 1996
  • This thesis is a try for examining the historical characteristics of Constiutional medicine. For this purpose, I have examined their theory, and made a comparison carefully. Through this study, I have obtained several results as following. Both Chang and Lee lived in the time of change, which was unstable and uncertain. Under the condition, they both rejected following the existing trends of learned circles, and developed new thoughts and clinical techniques. They rejected superstitious beliefs and fatalism, and conducted the pursuit of experimental knowledge and rationale idea. Clinical experience was the very base of their study. They both criticized the bad habits of abuse of tonifing medication and health seeking. Especially Lee regarded control of emotion and regulation of a way of life as the best way for preservation of one's health. Chang regarded pathogenic factors as the ultimate factor of diseases, and strived for eliminating pathogenic factors, but L brought to a conclusion that the final factor of diseases was what is called "heart" itself, and emotional changes were the most essential causes of disease. It can be said that the pathogenesis insisted by Chang can be called The insistence that pathologic factors are the very etiology of all the disease (邪氣致病論), or all the diseases result from pathologic factors. And his whole remedy can be summarized as following, A study on the method of eliminating pathogenic factors. But the purpose of Constitutional medicine is to correct imbalance intrinsic to one's internal organs. In this aspect, Constitutional medicine is a "regulatory medicine". Depending on the classification of six vital substances, Chang classified all disease into six categories. These were based on symptoms and sings represented. While classification of diseases made by Lee was likely to rely upon constitutional characteristics. Chang thought that the three remedies made up of perspiration, purgation, vomiting were the most efficient way of eliminating pathogenic factors. Lee, however, thought those weren't methods of eliminating pathogenic factors but the best ways restoring one's self-regulation power. Chang thought that all the febrile disease essentially has a tendency in properties to belong to "heat", but Lee pointed out that pathologic processes are variable in accordance with constitutional features. They both regarded pathogenesis of diabetes as fire. That is to say, fire is the most essential factor of diabetes. And there are many risk factors such as inappropriate foods, drugs, climate, etc., but Lee thought what is most important is heart. Putting all accounts together, medical characteristics of Chang are similar to those of T aiyinjen and Shaoyangjen, and have no relation to those of those of Shaoyinjen. Therefore we can conclude that Chang understood pathologic processes of disease of T aiyinjen and Shaoyangjen, whether he knew about constitutional features or not.

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국내 이동오염원에서 발생되는 벤젠 배출량 산정 (Estimation of Benzene Emissions from Mobile Sources in Korea)

  • 이주형;차준석;홍지형;정동일;김지영
    • 한국대기환경학회지
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    • 제24권1호
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    • pp.72-82
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    • 2008
  • Benzene is a very harmful and toxic compound known as human carcinogen by all routes of exposure. Owing to the risky feature of benzene, several countries such as Japan, UK and EU have established the ambient air quality standard and protect from that risk of it. Korea also has designated it as one of the criteria air pollutants and established the concentration limit ($5\;{\mu}g/m^3$) in the air and is going to apply the standard from 2010. Benzene is emitted from various sources such as combustion plants, production processes, waste treatment facilities and also automobiles. Mobile source is known as one of the major emission sources of benzene. In this study, we estimated the domestic emissions of benzene from mobile source and compared the results with those of advanced countries. Mobile source was divided into 2 categories, Le., on-road source and non-road source. The total emissions of benzene from mobile source were estimated as 3,106 tons/yr and 1,612 tons/yr was emitted from on-road source and 1,494 tons/yr was from non-road source. Emission ratio of benzene from on-road source showed that 80.0% was from passenger cars, 10.1% was from taxis, 7.2% was from light-duty vehicles, 2.5% was from heavy-duty vehicles and 0.2% was from buses. In the case of non-road source, the distribution showed that 66.3% was from construction machineries, 14.5% was from locomotives, 11.7% was from ships, 7.1% was from agriculture equipments and 0.5% was from aircrafts. The cold-start emissions were estimated as 942 tons/yr and this value was almost 1.5 times greater than that for hot engine emissions (608 tons/yr). In addition, the fuel-based distribution was 65.9%, 31.1% and 2.8% from gasoline, LPG and diesel vehicles, respectively. The emission ratio from mobile source occupied 65% and 30% of total benzene emissions in USA and UK, respectively. In case of Korea, the emission ratio of benzene from mobile source occupied 29% (15% from on-road source, 14% from non-road source) which showed similar value with UK.

초등과학영재학급 학생의 학습양식과 과학탐구능력 간의 상관관계 (Relationships between Learning Styles and Science Process Skills of Students of the Gifted Class in Elementary School)

  • 최선영;송현정;강호감
    • 한국초등과학교육학회지:초등과학교육
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    • 제24권2호
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    • pp.103-110
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    • 2005
  • The purpose of this study was to investigate the relation between the learning styles and science process skills of students of the gifted class in elementary school. Subjects were forty-eight students of the gifted class who are in the fifth grade studying at the gifted class of S elementary school in Bucheon, M and Y elementary school in Incheon on learning styles and science process skills of students. Learning Style Profile (LSP) was used as instrument to survey learning style of students of the gifted class which was developed by NASSP, and consists of four categories (cognitive skills, perceptual response, orientation and teaming preferences) and twenty-four subscales. The results of this study were as follows: 1. In the learning styles test, students of the gifted class have higher scores of spatial skill, sequential processing skill, persistence orientation, manipulative preference, temperature preference and afternoon preference than general class students, but they have lower scores of discrimination skill and lighting preference, and there were statistically significant difference. 2. In science process skills test, there were statistically significant difference between students of the gifted class and general students. 3. In the correlation between the learning styles and science process skills, there was positive correlation of observing skill with spatial skill and manipulate skill of cognitive skill domain. For classifying skill, there was positive correlation with visual perceptual response, but was negative correlations with auditory and emotive perceptual response of perceptual response domain and with evening preference and verbal risk orientation of study preference domain. For measuring skill, there was positive correlation with sequential processing skill of cognitive skill domain. For formulating hypotheses, there was controlling variables, there was positive correlation with sequential processing skill and simultaneous processing skill of cognitive skill domain, and with verbal-spatial preference and early morning study preference of study preference domain. When planning and managing the gifted class, it will be beneficial and effective to consider the meaningful relations between the elements of loaming style and science process skills in order to improve science process skills.

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다중이용시설별 실내공기 오염물질 농도분포 및 기준치 이상 값의 구성비 조사 (The Distribution of Indoor Air Pollutants by the Categories of Public-Use Facilities and Their Rate of Guideline Violation)

  • 전정인;이혜원;최현진;전형진;이철민
    • 한국환경보건학회지
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    • 제47권5호
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    • pp.398-409
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    • 2021
  • Background: The types and effects of hazardous pollutants in indoor air may vary depending on the characteristics of the sources and pollutants caused by physical and chemical properties of buildings, the influence of outdoor air, and the exposure and use characteristics of residents. Objectives: This study was conducted to provide basic data on the establish of indoor air quality management for different classes of public-use facilities by presenting the characteristics of concentration distribution of hazardous pollutants by different public-use facilities and the status of the excess proportion of exceeding standards. Methods: This study analyzed self-measurement data from public-use facilities taken from 2017 to 2019 A total of 133,525 facilities were surveyed. A total of 10 types of pollutants that have maintenance and recommended standards stipulated in the Indoor Air Quality Control Act from the Ministry of Environment were investigated. The excess proportion and the substances exceeding the criteria for each type of public-use facilities for these pollutants were investigated. Results: As a result of the analysis of the proportion of exceeding the standard for each type of public-use facility, the facilities with the highest excess proportion of the standards for each hazardous pollutant were: PM10 in railway stations (8.93%), PM2.5 in daycare centers (7.36%), CO2 in bus terminals (2.37%), HCHO in postpartum care centers (4.11%), total airborne bacteria in daycare centers (0.69%), CO in museums (0.1%), NO2 in postpartum care centers (1.15%), Rn in museums (0.78%), total volatile organic compounds in postpartum care centers (7.20%) and mold in daycare centers (1.44%). Conclusions: Although uncertainty may arise because this study is a result of self-measurement, it is considered that this study has significance for providing basic data on the establishment in the future of indoor air quality management measures customized for each type of public-use facility.

Research on rapid source term estimation in nuclear accident emergency decision for pressurized water reactor based on Bayesian network

  • Wu, Guohua;Tong, Jiejuan;Zhang, Liguo;Yuan, Diping;Xiao, Yiqing
    • Nuclear Engineering and Technology
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    • 제53권8호
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    • pp.2534-2546
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    • 2021
  • Nuclear emergency preparedness and response is an essential part to ensure the safety of nuclear power plant (NPP). Key support technologies of nuclear emergency decision-making usually consist of accident diagnosis, source term estimation, accident consequence assessment, and protective action recommendation. Source term estimation is almost the most difficult part among them. For example, bad communication, incomplete information, as well as complicated accident scenario make it hard to determine the reactor status and estimate the source term timely in the Fukushima accident. Subsequently, it leads to the hard decision on how to take appropriate emergency response actions. Hence, this paper aims to develop a method for rapid source term estimation to support nuclear emergency decision making in pressurized water reactor NPP. The method aims to make our knowledge on NPP provide better support nuclear emergency. Firstly, this paper studies how to build a Bayesian network model for the NPP based on professional knowledge and engineering knowledge. This paper presents a method transforming the PRA model (event trees and fault trees) into a corresponding Bayesian network model. To solve the problem that some physical phenomena which are modeled as pivotal events in level 2 PRA, cannot find sensors associated directly with their occurrence, a weighted assignment approach based on expert assessment is proposed in this paper. Secondly, the monitoring data of NPP are provided to the Bayesian network model, the real-time status of pivotal events and initiating events can be determined based on the junction tree algorithm. Thirdly, since PRA knowledge can link the accident sequences to the possible release categories, the proposed method is capable to find the most likely release category for the candidate accidents scenarios, namely the source term. The probabilities of possible accident sequences and the source term are calculated. Finally, the prototype software is checked against several sets of accident scenario data which are generated by the simulator of AP1000-NPP, including large loss of coolant accident, loss of main feedwater, main steam line break, and steam generator tube rupture. The results show that the proposed method for rapid source term estimation under nuclear emergency decision making is promising.

주행 안전을 위한 joint deep learning 기반의 도로 노면 파손 및 장애물 탐지 알고리즘 (Detection Algorithm of Road Damage and Obstacle Based on Joint Deep Learning for Driving Safety)

  • 심승보;정재진
    • 한국ITS학회 논문지
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    • 제20권2호
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    • pp.95-111
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    • 2021
  • 인구의 감소 및 고령화 사회가 진행되면서 운전자의 평균 연령은 높아지게 된다. 그에 따라 잠재적인 사고의 위험성이 높은 고령 운전자들은 자율 주행형 개인 이동체가 필요하게 된다. 이러한 이동체가 도로 주행 중에 안전성을 확보하기 위하여 여러 장애물에 대응할 기술이 요구된다. 그 중에서도 주행 중에 마주할 수 있는 차량, 자전거, 사람과 같은 동적 장애물뿐만 아니라 도로 노면의 불량 상태와 같은 정적 장애물을 인식하는 기술이 가장 우선적으로 필요하다. 이를 위해서 본 논문에서는 두 종류의 장애물을 동시에 탐지할 수 있는 심층 신경망 알고리즘을 제안했다. 이 알고리즘을 개발하기 위해서 1,418장의 영상을 이용하여 7종의 동적 장애물에 표기한 annotation data와 도로 노면 파손을 표시한 label 영상을 확보했다. 이를 이용하여 학습한 결과, 46.22%의 평균 정확도로 동적 장애물을 탐지하고 74.71%의 mean intersection over union으로 도로 노면 파손을 탐지했다. 또한 한 장의 영상을 처리하는데 평균 소요시간은 89ms로 일반 차량보다 느린 개인 이동 차량에 사용하기 적합한 알고리즘을 개발했다. 향후 주행 중 마주할 있는 도로 장애물을 탐지하는 기술을 활용하여 개인 이동 차량의 주행 안전성이 향상되길 기대한다.