• Title/Summary/Keyword: Industry classification

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Particulate Matter (PM2.5) State Inference by Rule Induction (규칙기반 초미세먼지 상태 추론)

  • Choi, Rock-Hyun;Kang, Won-Seok;Son, Chang-Sik
    • IEMEK Journal of Embedded Systems and Applications
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    • v.13 no.4
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    • pp.179-185
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    • 2018
  • Particulate Matter (PM2.5) has various adverse effects on health. Climate and industry activity and traffic volume are the main causes, especially in urban area. In order to construct an effective forecasting system, many measurement systems are required, but it is impossible in reality. Therefore, in this study, we propose a method to infer PM2.5 condition by using rule induction technique. The experimental results showed a classification accuracy of 71%.

The Analysis of Registration of Design Rights in Korean Apparel Industry -Design Rights Registered in Apparel (Classification B1)-

  • Kim, Yong-Ju
    • Proceedings of the Korea Society of Costume Conference
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    • 2003.10a
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    • pp.75-75
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    • 2003
  • The distinctive design of apparel product is the crucial factor that provides the powerful competitive advantage and customer satisfaction. However, knock-offs or copycats easily copy the design of apparel product and its problem tends to be assented in real world. Design right is one of intellectual property rights that would be produced by intellectual activity and the appropriate means to establish the exclusive rights to the design should be established. Legal protection to the design right is the system that can prelude copycats from eroding an exclusive position in the market place. The present study was to analyze the trend of registration of design rights in apparel products and to point out problems of current protection law to design.

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Examination of Two Decades in Used Clothing Trade: The Case of the United States and Selected Developed Economies

  • Lee, Youngji;Zhang, Ling;Karpova, Elena
    • Fashion, Industry and Education
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    • v.14 no.2
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    • pp.24-34
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    • 2016
  • This research examined two decades of the U.S. used clothing exports to the world. All countries (209) were classified into four groups based on the level of economic development. Between 1996 and 2012, U.S. used clothing exports shifted away from low-income economies to high-income economies. For the first time, our research demonstrated that the majority of used clothing discarded by American consumers is exported to high-income economies instead of poorest nations of the world. Next, used clothing exports and imports by volume and value in seven high-income countries were analyzed. The high-income countries not only exported but also imported significant amount of used clothing, which indicates a growing demand for worn apparel in developed nations. The demand might be at least partially attributed to the popular vintage clothing trend and increasing consumer environmentalism. Implications regarding development and implementation of a new classification system of worn clothing and recommendations for future research are presented.

A Study on the Analysis and Prevention of the Human-related Marine Accidents (인적 요인을 중심으로 한 해양사고 분석 및 예방 연구 (예부선 사고사례를 중심으로))

  • Kim, Hong-Tae;Na, Sung
    • Journal of Korea Ship Safrty Technology Authority
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    • s.27
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    • pp.25-36
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    • 2009
  • Despite the development of the various navigational equipment, such as GPS, ARPA, ECDIS, AIS, VDR, and hull monitoring system, marine accidents are still a leading concern in shipping industry. For all accidents over the reporting period, approximately 60 to 80% of the accidents was involved in human error. It means that in each case, some events which were associated with human error initiated an accident, and those failures of human performance led to the failure to avoid an accident or mitigate it's consequences. However, the improvement and the effort on the maritime human error are still limited in an elementary step. The objective of this paper is to propose a modified Human Factors Analysis and Classification System (HFACS) model in order to analyse the collision accidents of tug-barge ship.

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A Statistical Assessment of Particulate Exposure Concentration for the Welders and Grinding workers (입자상 물질 폭로농도의 통계적 평가방법에 관한 고찰 -용접·연삭 작업장의 근로자를 대상으로-)

  • Yoon, Young-No;Yi, Kwan-Hyeong
    • Journal of Korean Society of Occupational and Environmental Hygiene
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    • v.1 no.2
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    • pp.154-163
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    • 1991
  • Particulate matter exposure leva1 of welders and grinding workers was evaluated in Banwol and Changwon industry complexes. Full period single sample and full period consecutive samples were collected with personal air samplers attached to workers. Compliance difference with 8-hour time weighted average (TWA) was compared by Korean strategy and the classification system recommended by OHSA for employee exposure to particulates. And difference of compliance was compared according to precision of measurement and analysis (total precision). Compliance rate was depended on the total precision, therefore, quality control of measurement and analysis was important.

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Association Analysis of Parkinson's Disease using Apriori Algorithm

  • Jung, Yong-Gyu;Kim, Oh-Jin;Won, Jae-Kang
    • International journal of advanced smart convergence
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    • v.1 no.1
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    • pp.43-47
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    • 2012
  • Parkinson's disease is representative degenerative diseases of the nervous system, which is from deficiency of dopamine neurons to pass in which the gradual degeneration of the body. In this paper, open UCI repository data of Parkinson's patients is used for experiments. The classification based on correlation analysis is examined. In addition, the relationship between groups is differentiated by cluster analysis based on patients with Parkinson's disease by apriori algorithm and correlation analysis. It is used to find the properties that distinguish cluster analysis. Though the disease is the same in the basic structure, each group is compared as each gender group with the most distinctive part of the characteristics.

An Investigation on the Service Classification for Low-Voltage Circuit-Breakers according to the Korea Electric Power Industry Codes and Standards (전기설비기술기준 및 규격에 따른 저압차단기 용도구분에 대한 고찰)

  • Ahn, Sang-Pil;Park, Nam-Ok;Kim, Chul-Hwan
    • Proceedings of the KIEE Conference
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    • 2008.07a
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    • pp.693-694
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    • 2008
  • 현재 국내에 사용되는 저압차단기는 산업용과 가정용 구분 없이 사용되고 있으며, 이를 전기설비기술기준은 물론 안전인증 제도로써도 강제할 만한 규정이 없는 실정이다. 그러나 일본을 비롯한 전세계적으로 대민 안전이 염려되는 가정용의 경우에는 시험 및 성능의 요구조건이 더 높아서 차단기의 사용도 가정용과 산업용으로 구분하는 추세이다. 본 논문에서는 현재 전기설비기술기준과 규격을 고찰하여 이러한 문제를 제기하고 향후 나아가야 할 방향을 제안하였다.

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산업/직업 분류 자동코딩 시스템

  • 강유경
    • Proceedings of the Korean Association for Survey Research Conference
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    • 2001.11a
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    • pp.33-45
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    • 2001
  • Korean standard industrial/occupational classification has been the basis of producing accurate statistical data related with our industrial structure and distribution of industry and occupation since 1960. But coding over several million records not only requires high cost in the aspects of time and manpower but also has many problems in accuracy and consistency. Therefore, we got to develop the automatic coding system in order to work out these problems of manual coding. This paper shows the structure of our system and the result of experiment over survey data of 2,000 Census.

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A Study on Classification of Electric Shock Disasters and Countermeasures (전격재해의 유형 및 대책에 관한 연구)

  • 권영준;손병창;이명희;신승헌
    • Journal of the Korean Society of Safety
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    • v.15 no.4
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    • pp.47-55
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    • 2000
  • In this modern age which electric energy is the fundamental source of energy in the industry, electric shock disasters are unavoidable. Although numerous efforts, time, and money have been invested to prevent such electric shock disasters, the number of electric shock disasters are on the increase. In this study, models for equivalent electric circuit are developed for the different types of electric shock which are classified into three groups. The objective of these models is to calculate the electric current flowing through the body at the time of the shock. Based on the analysis, countermeasures to prevent the shock are suggested. The data used in this study are based on 28 actual incidents which occurred in the Daegu area during January of 1995 through June of 1999. The results of this study can be used as a technical manual for workers treating electrical facilities.

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Characteristics and Classification of the Lower Body Somatotype for the Construction of Junior High School Girls' Clothing (여중생의 하반신 의복설계를 위한 체형분류 및 특성)

  • Kim, Hae-Kyung;Lim, Ji-Young
    • Journal of the Korean Home Economics Association
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    • v.37 no.1
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    • pp.109-118
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    • 1999
  • The effective construction for ready-made clothes is one of the central concerns of both consumers and manufactures in today's apparel industry. So in order to reduce the burden of stocks and increase clothing fitness, systematic information on typical body size and somatotypes is essential. This study was performed to provide fundamental data on junior high school girls' somatotype by classifying the lower body somatotype and analyzing the characteristics of each somatotype. The subject were 234 Korean Junior High School Girls. The subjects were directly measured anthropometrically and indirectly analyzed photographically. The result of factor analysis indicated that 6 factors were extracted through factor analysis and those factors comprise 70.2% of total variance. Using factor scores cluster analysis was carried out and the subject were classified into 3 cluster as their lower boby front and side silhouette.

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