• 제목/요약/키워드: economic class

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산업용 배기가스를 이용한 가스 하이드레이트로부터의 천연가스 생산 연구 (Study of Producing Natural Gas From Gas Hydrate With Industrial Flue Gas)

  • 서유택;강성필;이재구
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2008년도 추계학술대회 논문집
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    • pp.188-191
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    • 2008
  • There have been many methods for producing natural gas from gas hydrate reservoirs in permafrost and sea floor sediments. It is well knownthat the depressurization should be a best option for Class 1 gas hydrate deposit, which is composed of tow layers: hydrate bearing layer and an underlying free gas. However many of gas hydrate reservoirs in sea floor sediments are classified as Class 2 that is composed of gas hydrate layer and mobile water, and Class 3 that is a single gas hydrate layer. The most appropriate production methods among the present methods such as thermal stimulation, inhibitor injection, and controlled oxidation are still under development with considering the gas hydrate reservoir characteristics. In East Sea of Korea, it is presumed that the thick fractured shale deposits could be Class 2 or 3, which is similar to the gas hydrate discovered offshore India. Therefore it is needed to evaluate the possible production methods for economic production of natural gas from gas hydrate reservoir. Here we would like to present the production of natural gas from gas hydrate deposit in East Sea with industrial flue gases from steel company, refineries, and other sources. The existing industrial complex in Gyeongbuk province is not far from gas hydrate reservoir of East Sea, thus the carbon dioxide in flue gas could be used to replace methane in gas hydrate. This approach is attractive due to the suggestion of natural gas productionby use of industrial flue gas, which contribute to the reduction of carbon dioxide emission in industrial complex. As a feasibility study, we did the NMR experiments to study the replacement reaction of carbon dioxide with methane in gas hydrate cages. The in-situ NMR measurement suggeststhat 42% of methane in hydrate cages have been replaced by carbon dioxide and nitrogen in preliminary test. Further studies are presented to evaluate the replacement ratio of methane hydrate at corresponding flue gas concentration.

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공간분석·데이터마이닝 융합방법론을 통한 산업안전 취약지 등급화 방안 (Industrial Safety Risk Analysis Using Spatial Analytics and Data Mining)

  • 고경석;양재경
    • 산업경영시스템학회지
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    • 제40권4호
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    • pp.147-153
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    • 2017
  • The mortality rate in industrial accidents in South Korea was 11 per 100,000 workers in 2015. It's five times higher than the OECD average. Economic losses due to industrial accidents continue to grow, reaching 19 trillion won much more than natural disaster losses equivalent to 1.1 trillion won. It requires fundamental changes according to industrial safety management. In this study, We classified the risk of accidents in industrial complex of Ulju-gun using spatial analytics and data mining. We collected 119 data on accident data, factory characteristics data, company information such as sales amount, capital stock, building information, weather information, official land price, etc. Through the pre-processing and data convergence process, the analysis dataset was constructed. Then we conducted geographically weighted regression with spatial factors affecting fire incidents and calculated the risk of fire accidents with analytical model for combining Boosting and CART (Classification and Regression Tree). We drew the main factors that affect the fire accident. The drawn main factors are deterioration of buildings, capital stock, employee number, officially assessed land price and height of building. Finally the predicted accident rates were divided into four class (risk category-alert, hazard, caution, and attention) with Jenks Natural Breaks Classification. It is divided by seeking to minimize each class's average deviation from the class mean, while maximizing each class's deviation from the means of the other groups. As the analysis results were also visualized on maps, the danger zone can be intuitively checked. It is judged to be available in different policy decisions for different types, such as those used by different types of risk ratings.

Vibration Anomaly Detection of One-Class Classification using Multi-Column AutoEncoder

  • Sang-Min, Kim;Jung-Mo, Sohn
    • 한국컴퓨터정보학회논문지
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    • 제28권2호
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    • pp.9-17
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    • 2023
  • 본 논문에서는 베어링의 결함 진단을 위한 단일 클래스 분류의 진동 이상 탐지 시스템을 제안한다. 베어링 고장으로 인해 발생하는 경제적 및 시간적 손실을 줄이기 위해 정확한 결함 진단시스템은 필수적이며 문제 해결을 위해 딥러닝 기반의 결함 진단 시스템들이 널리 연구되고 있다. 그러나 딥러닝 학습을 위한 실제 데이터 채집 환경에서 비정상 데이터 확보에 어려움이 있으며 이는 데이터 편향을 초래한다. 이에 정상 데이터만 활용하는 단일 클래스 분류 방법을 활용한다. 일반적인 방법으로는 AutoEncoder를 통한 압축과 복원 과정을 학습하여 진동 데이터의 특성을 추출한다. 추출된 특성으로 단일 클래스 분류기를 학습하여 이상 탐지를 실시한다. 하지만 이와 같은 방법은 진동 데이터의 주파수 특성을 고려하지 않아서 진동 데이터의 특성을 효율적 추출할 수 없다. 이러한 문제를 해결하기 위해 진동 데이터의 주파수 특성을 고려한 AutoEncoder 모델을 제안한다. 분류 성능은 accuracy 0.910, precision 1.0, recall 0.820, f1-score 0.901이 나왔다. 주파수 특성을 고려한 네트워크 설계로 기존 방법들보다 우수한 성능을 확인하였다.

코미디언 김희갑, 구봉서, 서영춘의 웃음 의미작용 분석 : 1960년대 후반기 한국 코미디영화를 중심으로 (An Analysis of the Meaning of Laughter by Comedians Hee-Gap Kim, Bong-Seo Koo and Young-Chun Seo : focusing on Korean Comedy Movies in the late 1960s)

  • 서곡숙
    • 한국엔터테인먼트산업학회논문지
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    • 제15권8호
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    • pp.75-89
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    • 2021
  • 본고에서 코미디언 김희갑, 구봉서, 서영춘을 중심으로 1960년대 후반기 코미디영화에 나타나는 웃음의 의미작용을 분석한 결과는 다음과 같다. 첫째, 코미디언의 내러티브적 웃음은 기성세대/청년세대의 세대 갈등, 하층계급/상층계급의 계층 갈등, 남성/여성의 젠더 갈등과 현실의 좌절을 나타낸다. 둘째, 코미디언의 웃음 창출 기제는 보수적인 기성세대에 대한 조롱, 부도덕한 상층계급에 대한 폭로, 좌절하는 하층계급에 대한 희화화를 보여준다. 셋째, 코미디언 웃음의 실천적 양상은 전통/근대의 균열, 경제적 불평등의 간극, 금지된 욕망의 표출을 드러낸다. 그래서 코미디언 김희갑, 구봉서, 서영춘은 비공식문화의 폐쇄적 개방, 캐릭터/퍼포머의 충돌을 통해 내부/외부의 경계자와 낙관적 세계관이라는 웃음의 의미작용을 보여준다.

Classification of elderly households based on diet-related style and analysis of their characteristics

  • Haewoon Oh;Uhn-Soon Gim
    • 농업과학연구
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    • 제49권4호
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    • pp.1015-1031
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    • 2022
  • The objectives of this study were to classify the types of elderly households and to compare the characteristics of their dietary lifestyle. Panel data surveyed by Korea Rural Economic Institute (KREI) for Food Purchase Attitudes over three years (2019 - 2021) were utilized for the analysis. Through a factor analysis, five common factors were extracted out of 19 basic variables related to dietary style, which indicate two kinds of consumer competency index (safe diet, traditional diet) and three kinds of purchase frequency (healthy food, meat & fish, fresh seafood). Applying the cluster analysis method, by using socioeconomic variables along the five common factors, elderly households aged 60 or older were grouped into four types. As a result, Type 1 elderly households accounted for 50.8%, Type 2 for 16.2%, Type 3 for 27.8%, and Type 4 for 5.2% out of all 870 elderly households. Type 1 is characterized as a low-income vulnerable class with a poor diet, Type 2 as a middle-income class with a healthy food-oriented diet, whereas Type 3 was classified as a middle-income class with a meat-oriented diet, and Type 4 as a high-income class with diverse dietary culture. It is necessary to expand the agri-food voucher pilot project to the entire country and also increase the monthly subsidy for the Type 1 elderly households. Implementing community kitchen projects for elderly single-person households, promoting senior internships by providing incentives to companies that employ retirees, the provision of education by local governments on a safe and balanced diet for Types 2 and 3, and the promotion of an elderly-friendly social environment are also recommended.

부산시 거주공간분화의 시대사적 함의 (Historical Implications of Residential Segregation in Busan, Korea)

  • 배미애
    • 한국지역지리학회지
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    • 제13권5호
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    • pp.477-494
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    • 2007
  • 본 논문은 부산시를 대상으로 1900년대 초(구한말)부터 현재에 이르기까지 거주지역의 불평등한 현상을 거주분화의 개념을 중심으로 사회공간적으로 분석한다. 부산은 1900년대 초 조선 전통사회의 성격을 이어받아 신분사회의 계층질서에 의한 거주선택의 제한으로 불평등한 거주공간이 형성되었다. 이후 일제에 의한 신시가지의 형성으로 기존의 한국인 거주지와 분리되는 현상을 경험하였으며 일본인과 한국인, 그리고 중국인 거주지역으로 구분되는 민족별 분화 현상도 나타났다. 해방과 한국전쟁 이후 급속하게 인구가 증가함으로써 새로운 빈민거주지역이 등장하였고 이는 이후에 전개될 거주지 분화의 주요 요인으로 작용하게 된다. 빈민지역의 문제를 해소하기 위해 1960년대부터 실시한 정책이주는 제도상의 결점으로 인하여 큰 효과를 보지 못하였다. 1990년 이후 주민의 사회경제적 지위는 주택선택에 영향을 주어 주택계층에 의한 거주지역분화를 가능하게 하였다. 중간주택계층보다는 상 하위 주택계층이 거주공간의 불평등한 분포에 큰 영향을 주었다. 맥락적이고 시계열적인 접근방법을 시도하여 거주공간의 사회공간적 불평등에 관한 인과성을 파악하려고 시도한 본 연구는 미래에 전개될 거주공간패턴을 예측하고 다른 도시들의 거주공간연구에 도움을 줄 것으로 예상된다.

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공적연금 수급 여부에 따른 노년기 세대관계 잠재 유형 분류 및 영향 요인 분석 (An Analysis on Identifying Typology of Intergenerational Relationship and Affecting Factors among the Old Retirees According to the Eligibility of Public Pension)

  • 조지용;이종하
    • 가족자원경영과 정책
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    • 제17권4호
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    • pp.189-213
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    • 2013
  • The purpose of this work is to explore different types of intergenerational relationships in the later lives of old retirees. This will be done according to the eligibility of public pension and the old age social security system so that the factors affecting intergenerational relationships can be analyzed, and to propose a plan to improve social adaptation in later life. The data used in this work are the Fourth basic survey data of the 2011 Korea Retirement and Income Study. The study subjects of this work were 2,435 retirees over age 65 who had children. In this study, latent class analysis and logistic regression analysis were conducted to classify types of intergenerational relationships and to analyze the influence of relevant factors. As a result of the analysis, some of those in the group were eligible for public pension, and the ones who were not were classified into three types: the closely-living-together type, the separate-living-contact type, and the estrangement type. In the group not eligible for public pension, it was found that age, spouse, number of children, economic factors, and level of health satisfaction gave significant power to intergenerational relationships. In the group eligible for public pension, it was found that age, income and net assets, ADL(Activities of Daily Living), whether there was an IADL(Instrumental Activities of Daily Living) spouse, and number of children affected types of intergenerational relationships; Socio-demographic factors, economic factors, and healthy factors became significant variables according to the classified types of intergenerational relationship. Based on the study results, this work suggested such necessities to lay the foundation for an elderly welfare system for social adaptation in later life, This includes the offering of programs for retirement preparation, the use of family and local society resources, and expansion of the opportunity to participate in social activities.

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명품브랜드 소비의 사회 경제 문화적 특성에 관한 연구 -보드리야르의 소비사회이론을 중심으로- (A Study on Social, Economic and Cultural Features of Luxury Brand Consumption -Focused on the Theory of Baudrillard's Consumer Society-)

  • 박미령
    • 한국의류산업학회지
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    • 제8권2호
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    • pp.183-190
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    • 2006
  • The purpose of this study was to analyze social, economic and cultural phenomena of the luxury brand in the viewpoint that the consumption system of the modern society stood for the sign consumption and the industrial production of difference as Baudrillard mentioned in the Consumer Society. The result was divided into the two subjects popularization and differentiation of luxury brand. Firstly the meaning of luxury brand was that the personal effects of consumption of king or aristocratic class who did not exist in the modern and were made into the selection and consumption-possible things of exchange value. The popularization of this sign was accelerated through TV drama. Secondly as differentiation strategy of luxury brand, was made by giving meaning to the life style concept of the upper class with advertisement and design, and also the logo of design was used as sign differentiated from people. Also the reason why the producer of the luxury brand gave meaning to such life style was that the awareness of the brand which people have consistently makes them consume more products. The consumption system of the modern society stood for the sign consumption, difference sign mark value which was the desire on a social meaning basis, not the consumption of things as used value. And the consumer could express his personality by selecting and consuming the product of luxury brand model made with this sign. Accordingly the distribution, purchase, sales and acquisition of the things with this difference sign were our verbal activity and linguistic code today, and it was the essential feature of the society, culture and economy of the consumer society.

영양상태와 인지 및 인성 기능과의 상관성에 관한 연구-국민학교 아동을 대상으로- (A Study on Relationships Between Nutritional Status and Psychological Functionings of Elementary School Children in Seoul)

  • 이기열
    • Journal of Nutrition and Health
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    • 제19권4호
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    • pp.233-245
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    • 1986
  • 본 연구는 국민학교 어린이를 대상으로 식품 및 영양소 섭취량조사, 신체 미치 임상조사, 그리고 인지 및 인성검사를 실시하여 영양 섭취 상태와 인지 인성기능과의 상관관계를 조사하였다. 조사결과를 요약하면 다음과 같다. 1) 경제적으로 중류이상의 생활을 하고있는 Y 국민학교 어린이가 대체로 경제적 환경이 중류이하인 B 국민학교 어린이보다 인지 능력이 유의적으로 높으며 신장 및 체중 평균치도 Y 국민학교 어린이가 높게 나타났다. 2) 영양소 섭취량과 인지기능과의 관계에 있어서 조사된 각 영양소 ( 동물성 단백질, 지방, 비타민 A. 리보플라빈 등 ) 와 인지 기능변인 (IQ, 수리력, 공간지각력, 지각속도, 도형추리력등 )에 따라 차이는 있으나 유의적인 양의 상관관계를 보였다. 그러나 인성 기능과의 상관성은 거의 보이지 않았다. 3) 대부분의 영양소 섭취량과 신장, 체중 및 두위와의 관계에서는 유의적으로 양의 상관관계를 보였으며 이는 영양 섭취상태와 신체발달과 밀접한 관계임을 보여주고 있다. 4) 식습관 균형 정도에 의해 분류된 집단간의 인지 및 인성기능과의 차이를 검증한 결과 균형된 식사를 하고 있는 집단일수록 인지 및 인성기능이 우수하게 나타났다.

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추구혜택에 의한 온라인-오프라인 화장품 소비자의 시장세분화 연구 (Market Segmentation of Online and Off-Line Cosmetics Consumers according to Benefits Sought)

  • 이명희
    • 한국의류학회지
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    • 제32권7호
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    • pp.1034-1045
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    • 2008
  • The objectives of this study were to group female consumer types according to cosmetics benefits sought at online and off-line cosmetic shopping malls, and to investigate the differences in consumer values, cosmetic purchase behaviors, and demographic variables according to the consumer types. Subjects were 451 females residing in Seoul, of whom 212 were online shoppers and 239 were off-line shoppers. Five dimensions of cosmetics benefits sought were derived by factor analysis. These were functionality, economy, brand, fashion, and practicality. The female consumers were classified into four benefits sought types by cluster analysis of the five dimensions: T.1 'practicality sought type', T.2 'economy sought type', T.3 'brand function sought type', and T.4 'economic function sought type'. Economy sought consumers purchased cosmetics much more from online shopping malls than from off-line. The cosmetics expenses of practicality sought online consumers were low and many of them were in their 20's and middle-class. Economy sought online consumers preferred domestic brand, their cosmetics expenses were low, and many of them were career women. Practicality sought off-line consumers were high in independent value. Economy sought off-line consumers were low in independent value and social approval value, preferred domestic brand, and distributed more in college students than in career women. Brand function sought off-line consumers purchased cosmetics at department store and regarded social approval value as important. Economic function sought off-line consumers were distributed in middle-class and in diverse age range.