• 제목/요약/키워드: Research category

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지상관측장비를 이용하여 관측한 봄철 황사의 연직분포와 광학적 특성 분석 (Analysis of Vertical Profiles and Optical Characteristics of the Asian Dust Using Ground-based Measurements)

  • 이병일;윤순창;김윤재
    • 대기
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    • 제18권4호
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    • pp.287-297
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    • 2008
  • The vertical profiles and optical properties of Asian dust are investigated using ground-based measurements from 1998 to 2002. Vertical profiles of aerosol extinction coefficient are evaluated using MPL (Micro Pulse Lidar) data. Optical parameters such as aerosol optical thickness ($\tau$), ${\AA}ngstr\ddot{o}m$ exponent ($\alpha$), single scattering albedo ($\omega$), refractive index, and volume size distribution are analyzed with sun/sky radiometer data for the same period. We can separate aerosol vertical profiles into three categories. First category named as 'Asian dust case', which aerosol extinction coefficient is larger than $0.15km^{-1}$ and dust layer exists from surface up to 3-4km. Second category named as 'Elevated aerosol case', which aerosol layer exists between 2 and 6km with 1-2.5km thickness, and extinction coefficient is smaller than $0.15km^{-1}$. Third category named as 'Clear sky case', which aerosol extinction coefficient appears smaller than $0.15km^{-1}$. and shows that diurnal variation of background aerosol in urban area. While optical parameters for first category indicate that $\tau$ and $\alpha$ are $0.63{\pm}0.14$, $0.48{\pm}0.19$, respectively. Also, aerosol volume concentration is increased for range of 1 and $4{\mu}m$, in coarse mode. Optical parameters for second category can be separated into two different types. Optical properties of first type are very close to Asian dust cases. Also, dust reports of source region and backward trajectory analyses assure that these type is much related with Asian dust event. However, optical properties of the other type are similar to those of urban aerosol. For clear sky case, $\tau$ is relatively smaller and $\alpha$ is larger compare with other cases. Each case shows distinct characteristics in aerosol optical parameters.

TV 뉴스에 보도된 건강관련 정보의 건강성과 해독성 (How Healthy is the Health related Informations brocated by TV News?)

  • 김신정;이정은;김신동
    • 지역사회간호학회지
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    • 제12권2호
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    • pp.513-531
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    • 2001
  • Television news programs are becoming significant source of health information. This study aims at investigating the current state of health coverage of the prime time news program in Korea. Data were collected from KBS 9 0'clock news in the period of thirteen months. from December 1. 1998. to November 1. 1999. The data were analyzed using content analysis method. and the reliability degree was 99.7% according to the Holsti's inter-coder reliability test. The current research classified 489 health related news items into 49 sub-categories and five health categories through content analysis. Some of the basic results of this study are as follows. 1. The frequency according to health category, health maintenance promotion(57.3%) topped followed by disease prevention(23.2%), disease treatment(14.9%), life ethics(4.0%), and growth development(0.6%). 2. According to human developmental age. for the most part(80.1 %) is applicable to the entire range of human developmental age. 3. Health maintennance promotion category take top of health category by the rate of 57.3% and contain 20 sub-categories. 4. News items in the life ethics category, which had six sub-categories. occupied only four percent of the total health related news. News in the growth development category included two sub categories and occupied 0.6% of the total news items. 5. In disease prevention and disease treatment category, infectious disease(33.2%) showed the highest percentage according to the WHO's international disease classification system. Disease prevention occupied 23.2% and contained eleven sub-categories while disease treatment occupied 14.9% and included ten sub-categories. Television news coverage on health showed a wide variety of selection in terms that they are reporting various issues. This study, however, found that some news items were confusing and failing in presenting scientific evidences. It is suggested that the television coverage on health could be beneficial to most of viewers in receiving important health information and guidelines, only if they are utilizing their own sound discretion in consuming those news.

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일부 농촌지역 주민들의 건강결정 관련요인 (Factors Affecting Health of the Rural Residents)

  • 손동국;이규식;박종구;고상백;진기남;남은우;이해종
    • 보건행정학회지
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    • 제19권4호
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    • pp.1-17
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    • 2009
  • The purpose of this study was to find factors affecting health of the rural residents. The data were collected from a sample of 2,587 people aged from 40 to 70 in the year 2005-2006, Wonju City and Pyeongchang County, Gangwon-do, Korea. The theoretical model adopted in this study was the Lalonde's health field(human biology, environment, lifestyle, and health care organization). SF-12 was used to measure subjective health status. In the category of human biology, men were healthier than women. Age and BMI showed negative relation to health status. Income, education and social support showed positive relation to health status in the environment category. In the category of life style, stress showed negative relation to health status. Medical expenses showed negative relation to health status in the category of health care organization. After converting SF-12 score to percentage score, the health determinants portions were 47% lifestyle, 26% environment, 18% human biology and 9% health care organization. These findings suggest that life style, environment and biology are main factors in determinants of health. Especially stress in the life style category is more focused for the community health promotion. We also may be able to improve income, education and social support in the environment category with self empowerment efforts, community supports and government helps. Finally greater attention must be payed to life style in the future health planning and budget allocation priority in the healthcare area.

효율적인 상품등록을 위한 워드넷 기반의 오픈마켓 카테고리 검색 시스템 (A WordNet-based Open Market Category Search System for Efficient Goods Registration)

  • 홍명덕;김장우;조근식
    • 한국컴퓨터정보학회논문지
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    • 제17권9호
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    • pp.17-27
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    • 2012
  • 여러 오픈마켓에서 판매자가 동일한 상품을 등록할 시에 각 오픈마켓마다 다른 기준으로 제공되는 카테고리로 인하여 카테고리 선정에 어려움이 발생한다. 본 논문에서는 판매자가 오픈마켓에서 상품 등록 시 다른 오픈마켓에서 기 판매하고 있는 상품의 카테고리와 의미적으로 가장 연관성이 높은 카테고리를 추천하는 방법을 제안한다. 이때 입력받은 카테고리를 의미 분석하는 방법으로 형태소 분석, Wiki 낱말사전, WordNet, Google 번역 서비스를 사용하여 추출된 색인어로 카테고리를 검색한 후, 의미적 연관성 측정을 통하여 가장 의미가 비슷한 카테고리를 추천하는 방법이다. 실험 결과로 색인어 기반의 검색방법 보다 제안하는 의미분석 검색방법이 정확한 검색결과를 보여주어 시스템의 신뢰도를 향상시켰으며, 카테고리를 선택하는데 드는 시간비용을 절감해주는 것을 보인다.

BERT를 활용한 속성기반 감성분석: 속성카테고리 감성분류 모델 개발 (Aspect-Based Sentiment Analysis Using BERT: Developing Aspect Category Sentiment Classification Models)

  • 박현정;신경식
    • 지능정보연구
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    • 제26권4호
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    • pp.1-25
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    • 2020
  • 대규모 텍스트에서 관심 대상이 가지고 있는 속성들에 대한 감성을 세부적으로 분석하는 속성기반 감성분석(Aspect-Based Sentiment Analysis)은 상당한 비즈니스 가치를 제공한다. 특히, 텍스트에 속성어가 존재하는 명시적 속성뿐만 아니라 속성어가 없는 암시적 속성까지 분석 대상으로 하는 속성카테고리 감성분류(ACSC, Aspect Category Sentiment Classification)는 속성기반 감성분석에서 중요한 의미를 지니고 있다. 본 연구는 속성카테고리 감성분류에 BERT 사전훈련 언어 모델을 적용할 때 기존 연구에서 다루지 않은 다음과 같은 주요 이슈들에 대한 답을 찾고, 이를 통해 우수한 ACSC 모델 구조를 도출하고자 한다. 첫째, [CLS] 토큰의 출력 벡터만 분류벡터로 사용하기보다는 속성카테고리에 대한 토큰들의 출력 벡터를 분류벡터에 반영하면 더 나은 성능을 달성할 수 있지 않을까? 둘째, 입력 데이터의 문장-쌍(sentence-pair) 구성에서 QA(Question Answering)와 NLI(Natural Language Inference) 타입 간 성능 차이가 존재할까? 셋째, 입력 데이터의 QA 또는 NLI 타입 문장-쌍 구성에서 속성카테고리를 포함한 문장의 순서에 따른 성능 차이가 존재할까? 이러한 연구 목적을 달성하기 위해 입력 및 출력 옵션들의 조합에 따라 12가지 ACSC 모델들을 구현하고 4종 영어 벤치마크 데이터셋에 대한 실험을 통해 기존 모델 이상의 성능을 제공하는 ACSC 모델들을 도출하였다. 그리고 [CLS] 토큰에 대한 출력 벡터를 분류벡터로 사용하기 보다는 속성카테고리 토큰의 출력 벡터를 사용하거나 두 가지를 함께 사용하는 것이 더욱 효과적이고, NLI 보다는 QA 타입의 입력이 대체적으로 더 나은 성능을 제공하며, QA 타입 안에서 속성이 포함된 문장의 순서는 성능과 무관한 점 등의 유용한 시사점들을 발견하였다. 본 연구에서 사용한 ACSC 모델 디자인을 위한 방법론은 다른 연구에도 비슷하게 응용될 수 있을 것으로 기대된다.

인과적 사슬구조에서의 범주기반 속성추론 (Category-based Feature Inference in Causal Chain)

  • 최인범;이형철;김신우
    • 감성과학
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    • 제24권1호
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    • pp.59-72
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    • 2021
  • 개념과 범주는 관찰하지 못한 속성을 추론할 수 있는 기반을 제공한다. 무의미 속성을 사용한 범주기반 속성추론 연구들은 범주 및 속성의 유사성이 추론을 설명하는 핵심 요인이라는 것을 제안했다(Rips, 1975; Osherson et al., 1990). 이후 연구들은 사람들의 사전지식이 범주기반 추론에 막대한 영향을 미치며 심지어 유사성 효과가 완전히 사라지는 경우도 있음을 보고했다. 본 연구는 범주 속성들이 사전지식의 한 종류인 인과적 지식에 의해 사슬구조로 연결되었을 때의 범주기반 속성추론을 검증했으며 그 결과를 예측하는 속성추론모형을 제안했다. 참가자들은 네 개의 속성들이 사슬구조를 이루는 인과적 범주를 학습한 뒤 해당 범주의 다양한 범주 예시들의 숨겨진 속성에 대한 추론을 실시했다. 그 결과 인과적으로 직접 연결된 속성뿐만 아니라 다른 속성 노드에 의해 차폐된 속성들도 추론에 영향을 미치는 비독립성이 나타났다(인과적 마코프 조건의 위배). 인과모형이론(Sloman, 2005)에 기반한 속성추론모형을 적용하여 참가자들의 추론을 모델링한 결과 인과적 연결의 직접 효과뿐만 아니라 간접 효과 즉 인과추론의 비독립성도 예측하는 것으로 나타났다. 다만 간접적으로 연결된 속성들은 인과적 거리와 무관하게 참가자들의 추론평정에 동일하게 영향을 미쳤지만 모형은 거리가 멀어짐에 따라 추론에 미치는 영향이 작아짐을 예측했다.

일 종합전문요양기관 간호사의 핵심역량 도출 및 근무지 특성별 중요도 인식 비교 (Defining the Core Competencies of the Nurses in A Tertiary Hospital and Comparing Different Units based on Their Respective Characteristics)

  • 성영희;정정희
    • 간호행정학회지
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    • 제12권1호
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    • pp.76-93
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    • 2006
  • Purpose: The purpose of this study was to define the core components required of nurses to provide quality nursing care to patients and analyze the significance of these components in the hospital's various units to maintain a high level of competence among nurses. Method: The study evaluated 3 categories included 35 subcategories with 148 core components that were derived from literature review and interviews of nursing professionals. The nursing professional category included 18 subcategories with 98 components, the organizational culture category included 4 subcategories with 16 components, and the temperament-attitude category included 13 subcategories with 34 components. The study included 335 nurses with more than one year of hospital experience and measured disparities among different hospital units. The data was analyzed with SPSS-Win 10.0, differing perceptions of the importance of general traits among the participants were measured using standard deviation, and differing perceptions of the importance of professional traits among the participants were assessed using ANOVA and subsequently with the Bonferroni Test. The reliability of the aforementioned research tools were evaluated using the Cronbach's ${\alpha}$. Result: The results of the study were as follows: 1. Among the three categories, temperament-attitude category was perceived to be the most important, followed by nursing professional category and organizational culture category. Among the ten most important subcategories within the three categories, safety and infection prevention as well as responsibility were perceived to be the most important, followed by promotion of physiologic adaptation, document management and presentation, self-control, ethics, observance law, coping with emergency, humanity, and medication. 2. The relative importance of category associated with the core competencies within the hospital unit were as follows : 1) The units that rated nursing professional category as being the most significant were: internal medicine, surgical unit, mother-child unit, emergency room, intensive care unit, and operating room, in that order. 2) The units that rated the organizational culture competencies as being the most significant were: mother-child unit, internal medicine, surgical unit, emergency room, operating room, and intensive care unit, in that order. 3) The units that rated temperament-attitude category as being the most significant were: internal medicine, surgical unit, emergency room, mother-child unit, operating room, and intensive care unit, in that order.

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NIOSH의 건강유해도 평가 프로그램 (The Health Hazard Evaluation Program by NIOSH)

  • 정지연
    • 한국산업보건학회지
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    • 제10권1호
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    • pp.147-159
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    • 2000
  • The NIOSH health hazard evaluation program (HHE program) was created in response to the mandate to determine the toxic effect and potential health hazard of workplace exposure, which is found in Occupational Safety and Health Act of 1970 and the Federal Mine Safety and Health Act of 1977, A primary benefit of HHE program is its ability to provide current health hazard data to employers and employees, which assists them in identifying solutions to occupational health and safety problems in their workplaces, The HHE program also stimulates research in the development and review of sampling methods and diagnostic tests and may prompt additional exposure assesment efforts and toxicological and epidemiological studies. HHE projects also provide human exposure-toxicity data that are used to asses the validity of existing occupational health standards and to support criteria for new standards of recommendation, The HHE request is classified into four categories: 1) category 1: As a administratively invalid, 2) category 2: These are valid requests for which a site visit is not essential to an appropriate response, 3) Category 3 : These are valid requests for which a site visit is necessary for an adequate evaluation, 4) These are valid request which present a complex problem or an opportunity for research, To carry out HHE program one or methods of investigation might be used: 1) direct observation and evaluation of production processes and employee work practices 2) employees exposure level and air contamination level 3) medical test or physical examinations of employees 4) private, confidential interviews with employees 5) review of employer's record of injuries and illness, employee exposure data, medical tests and job histories. After investigation and analysing the data, NIOSH issues a final report, giving finding and recommendation.

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Major concerns regarding food services based on news media reports during the COVID-19 outbreak using the topic modeling approach

  • Yoon, Hyejin;Kim, Taejin;Kim, Chang-Sik;Kim, Namgyu
    • Nutrition Research and Practice
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    • 제15권sup1호
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    • pp.110-121
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    • 2021
  • BACKGROUND/OBJECTIVES: Coronavirus disease 2019 (COVID-19) cases were first reported in December 2019, in China, and an increasing number of cases have since been detected all over the world. The purpose of this study was to collect significant news media reports on food services during the COVID-19 crisis and identify public communication and significant concerns regarding COVID-19 for suggesting future directions for the food industry and services. SUBJECTS/METHODS: News articles pertaining to food services were extracted from the home pages of major news media websites such as BBC, CNN, and Fox News between March 2020 and February 2021. The retrieved data was sorted and analyzed using Python software. RESULTS: The results of text analytics were presented in the format of the topic label and category for individual topics. The food and health category presented the effects of the COVID-19 pandemic on food and health, such as an increase in delivery services. The policy category was indicative of a change in government policy. The lifestyle change category addressed topics such as an increase in social media usage. CONCLUSIONS: This study is the first to analyze major news media (i.e., BBC, CNN, and Fox News) data related to food services in the context of the COVID-19 pandemic. Text analytics research on the food services domain revealed different categories such as food and health, policy, and lifestyle change. Therefore, this study contributes to the body of knowledge on food services research, through the use of text analytics to elicit findings from media sources.

식품영양 분야 연구동향: 지난 21년간 한국식생활문화학회지에 발표된 논문을 중심으로 (A Study on the Trend of Research in Food Science and Nutrition: Published in Journal of the Korean Society of Food Culture for last 21 years)

  • 이윤경;이경원;김유리
    • 한국식생활문화학회지
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    • 제37권5호
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    • pp.385-409
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    • 2022
  • This study investigated the trend of research on 'Food science and Nutrition' in previously published papers in the Journal of Korean Society of Food Culture (JKSFC) from 2000 to 2021. Total number of published papers in this category in the JKSFC was 693 which we classified into 7 main categories and 40 subcategories. Of these, 256 articles were on 'experimental cooking' which was the most studied field among 7 main categories. There was a total of 19 published papers under the category of 'microbiology and fermentation'. A total of 133 articles were published on 'functional foods' and provided essential data for discovering new materials under the theme of various physiological active functions of food materials. Furthermore, 107 articles were included in 'food processing and storage', which provided integrated knowledge of economy, stability and practicality based on various technologies. A total of 144 articles was included in the category of 'nutrition'. Under the category of 'nutrition', the most actively studied topic was 'eating behaviors and dietary habits,' and the trending topic was 'use of healthcare big data.' In conclusion, this review would provide trends of various categories of food science and nutrition area for recent 21 years and suggest directions for future research.