• 제목/요약/키워드: Mining industry

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ICT 중소기업 R&D의 스테레오타입에 대한 연구 : 한국의 사례를 중심으로 (A Study on the Stereotype of ICT SMEs' R&D: Empirical Evidence from Korea)

  • 전승표;최산;정재웅
    • 기술혁신학회지
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    • 제20권2호
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    • pp.334-367
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    • 2017
  • 국내 ICT 산업은 글로벌 경쟁력을 갖추고 경제발전에 크게 이바지 해왔으며, 침체된 우리나라의 경제상황을 활성화할 수 있는 성장 동력으로 주목받고 있다. 이러한 ICT 산업을 국내외에서 다양한 모습으로 바라보고 있는데, 이 중에는 객관적인 근거가 부족한 고정 관념도 많다. 이런 특정 집단에 대해 많은 사람이 가지는 공통되고 고정된 견해가 스테레오타입인데, 스테레오타입은 항상 부정적인 것은 아니지만 우리의 의사결정에 큰 영향을 주기 때문에 간과할 수 없다. 따라서 본 연구는 ICT 산업에 대한 스테레오타입을 살펴보고 보다 객관적이고 상대적인 스테레오타입을 제공하고자 한다. 이를 위해, 본 연구는 3,300개 중소기업 설문을 토대로 의사결정나무 분석을 통해 국내 ICT 기업이 다른 기술 기업과 비교해서 가지는 특징을 도출했다. 기업일반, 기술개발 활동, 기술개발 조직과 인력 등 10가지 R&D 정책 주제에 대해서 291개 변수를 대상으로 분석했는데, 기계학습을 활용한 데이터마이닝의 한 가지 방법인 의사결정나무 분석을 활용해서 ICT 기업과 다른 기술 기업이 구분되는 변수를 찾고 그 특징을 통해 객관적인 ICT 기업의 스테레오타입을 제시했다. 이 연구의 결과로 제시된 ICT 기업의 스테레오타입에 따르면, 국내 ICT 기업을 위해서는 첫째 R&D 기획이나 판로개척을 지원할 수 있는 기술정책이 필요하며, 둘째 신제품이나 신규 분야 진출을 위한 R&D 지원정책이 강화되어야 하고, 셋째 기술개발 결과에 대한 보안과 지재권 관리를 위한 지원정책이 요구되며, 넷째 ICT 기업과 관련된 정부 R&D 지원 제도관련 행정 간소화가 요구되는 것으로 나타났다. 이 연구의 결과는 ICT 중소기업을 위한 기술정책 수립 집행 평가에 다양한 시사점을 제공할 수 있으며, 특히 ICT 중소기업을 위한 R&D 정책을 수립하는 정책당국자나 유관기관의 연구자에게 여러 가지 정책적 가이드를 제공해 줄 것으로 기대한다.

독일 경제아카이브즈의 형성과 유형 (The Formation and Types of Business Archives m Germany)

  • 김영애
    • 기록학연구
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    • 제8호
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    • pp.137-180
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    • 2003
  • The term 'Business Archives' is not familiar with us in our society. Some cases can be found that materials are collected for publishing the history of a firm on commemoration of some decades of its foundation. However, the appropriate management of these collected materials doesn't seem to be followed in most of companies. The Records and archives management is inevitable in order to maximize the utility of Information and knowledge in the business world. The interest in records management has been grown, especially in the fields of business management and information technology. However, the importance of business archives hasn't been conceived yet. And also no attention has been paid to the business archives as social resources and the responsibility of the society as a whole for their preservation. The company archives doesn't have a long history in Germany although the archives of the nation, the aristocracy, communes and churches have a long tradition. However the company archives of Krupps which was established in 1905, is regarded as the first business archives in the world, It means that Germany has taken a key role to lead the culture of business archives. This paper focuses on the process of the establishment of business archives in Germany and its characteristics. The business archives in Germany can be categorized in three types: company archives, regional business archives and branch archives. It must be noted here that each type of these was generated in the context of the accumulation of the social resources and its effective use. A company archives is established by an individual company for the preservation of and use of the archives that originated in the company. The holdings in the company archives can be used as materials for decision making of policies, reporting, advertising, training of employees etc. They function not only as sources inside the company, but also as raw sources for the scholars, contributing to the study of the social-economic history. Some archives of German companies are known as a center of research. A regional business archives manages materials which originated m commerce chambers, associations and companies in a certain region. There are 6 regional business archives in Germany. They collect business archives which aren't kept in a proper way or are under pressure of damage in the region for which they are responsible. They are also open to the public offering the sources for the study of economic history, social history like company archives, so that they also play a central role as a research center. Branch business archives appeared relatively late in Germany. The first one is established in Bochum in 1969. Its general duties and goals are almost similar with ones of other two types of archives. It has differences in two aspects. One is that the responsibility of the branch business archives covers all the country, while regional business archives collects archives in a particular region. The other is that a branch business archives collects materials from a single industry. For example, the holdings of Bochum archives are related with the mining industry. The mining industry-specialized Bochum archives is run as an organization in combination with a museum, which is called as German mine museum, so that it plays a role as a cultural center with the functions of exhibition and research. The three types of German business archives have their own functions but they are also closely related each other under the German Association of Business Archivists. They are sharing aims to preserve primary materials with historical values in the field of economy and also contribute to keeping the archives as a social resources by having feed back with the public, which leads the archives to be a center of information and research. The German case shows that business archives in a society should be preserved not only for the interest of the companies, but also for the utilities of social resources. It also shows us how business archives could be preserved as a social resource. It is expected that some studies which approach more deeply on this topic will be followed based on the considerations from the German case.

산업관련표(産業關聯表)에 의(依)한 임업구조분석(林業構造分析)과 유발생산액(誘發生産額) -임업(林業)이 한국경제(韓國經濟)에 미치는 영향(影響)- (Analysis of Forestry Structure and Induced Output Based on Input - output Table - Influences of Forestry Production on Korean Economy -)

  • 이승윤
    • Journal of the Korean Wood Science and Technology
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    • 제2권4호
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    • pp.4-14
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    • 1974
  • The total forest land area in Korea accounts for some 67 percent of the nation's land total. Its productivity, however, is very low. Consequently, forest production accounts for only about 2 percent of the gross national product and a minor proportion of no more than about 5 percent versus primary industry. In this case, however, only the direct income from forestry is taken into account, making no reference to the forestry output induced by other industrial sectors. The value added Or the induced forestry output in manufacturing the primary wood products into higher quality products, makes a larger contribution to the economy than direct contribution. So, this author has tried to analyze the structure of forestry and compute the repercussion effect and the induced output of primary forest products when utilized by other industries for their raw materials, Hsing the input-output table and attached tables for 1963 and 1966 issued by the Bank of Korea. 1. Analysis of forestry structure A. Changes in total output Durng the nine-year period, 1961-1969, the real gross national product in Korea increased 2.1 times, while that of primary industries went up about 1. 4 times. Forestry which was valued at 9,380 million won in 1961, was picked up about 2. 1 times to 20, 120 million won in 1969. The rate of the forestry income in the GNP, accordingly, was no more than 1.5 percent both in 1961 and 1962, whereas its rate in primary industries increased 3.5 to 5.4 percent. Such increase in forestry income is attributable to increased forest production and rise in timber prices. The rate of forestry income, nonetheless, was on the decrease on a gradual basis. B. Changes in input coefficient The input coefficient which indicates the inputs of the forest products into other sectors were up in general in 1966 over 1963. It is noted that the input coefficient indicating the amount of forest products supplied to such industries closely related with forestry as lumber and plywood, and wood products and furniture, showed a downward trend for the period 1963-1966. On the other hand, the forest input into other sectors was generally on the increase. Meanwhile, the input coefficient representing the yolume of the forest products supplied to the forestry sector itself showed an upward tendency, which meant more and more decrease in input from other sectors. Generally speaking, in direct proportion to the higher input coefficient in any industrial sector, the reinput coefficient which denotes the use of its products by the same sector becomes higher and higher. C. Changes in ratio of intermediate input The intermediate input ratio showing the dependency on raw materials went up to 15.43 percent m 1966 from 11. 37 percent in 1963. The dependency of forestry on raw materials was no more than 15.43 percent, accounting for a high 83.57 percent of value added. If the intermediate input ratio increases in any given sector, the input coefficient which represents the fe-use of its products by the same sector becomes large. D. Changes in the ratio of intermediate demand The ratio of the intermediate demand represents the characteristics of the intermediary production in each industry, the intermediate demand ratio in forestry which accunted for 69.7 percent in 1963 went up to 75.2 percent in 1966. In other words, forestry is a remarkable industry in that there is characteristics of the intermediary production. E. Changes in import coefficient The import coefficient which denotes the relation between the production activities and imports, recorded at 4.4 percent in 1963, decreased to 2.4 percent in 1966. The ratio of import to total output is not so high. F. Changes in market composition of imported goods One of the major imported goods in the forestry sector is lumber. The import value increased by 60 percent to 667 million won in 1966 from 407 million won in 1963. The sales of imported forest products to two major outlets-lumber and plywood, and wood products and furniture-increased to 343 million won and 31 million won in 1966 from 240million won and 30 million won in 1963 respectively. On the other hand, imported goods valued at 66 million won were sold to the paper products sector in 1963; however, no supply to this sector was recorded in 1963. Besides these major markets, primary industries such as the fishery, coal and agriculture sectors purchase materials from forestry. 2. Analysis of repercussion effect on production The repercussion effect of final demand in any given sector upon the expansion of the production of other sectors was analyzed, using the inverse matrix coefficient tables attached to the the I.O. Table. A. Changes in intra-sector transaction value of inverse matrix coefficient. The intra-sector transaction value of an inverse matrix coefficient represents the extent of an induced increase in the production of self-support products of the same sector, when it is generated directly and indirectly by one unit of final demand in any given sector. The intra-sector transaction value of the forestry sector rose from 1.04 in 1963 to 1, 11 in 1966. It may well be said, therefore, that forestry induces much more self-supporting products in the production of one unit of final demand for forest products. B. Changes in column total of inverse matrix coefficient It should be noted that the column total indicates the degree of effect of the output of the corresponding and related sectors generated by one unit of final demand in each sector. No changes in the column total of the forestry sector were recorded between the 1963 and 1966 figures, both being the same 1. 19. C. Changes in difference between column total and intra-sector transaction amount. The difference between the column total and intra-sector transaction amount by sector reveals the extent of effect of output of related industrial sector induced indirectly by one unit of final demand in corresponding sector. This change in forestry dropped remarkable to 0.08 in 1966 from 0.15 in 1963. Accordingly, the effect of inducement of indirect output of other forestry-related sectors has decreased; this is a really natural phenomenon, as compared with an increasing input coefficient generated by the re-use of forest products by the forestry sector. 3. Induced output of forestry A. Forest products, wood in particular, are supplied to other industries as their raw materials, increasng their value added. In this connection the primary dependency rate on forestry for 1963 and 1966 was compared, i. e., an increase or decrease in each sector, from 7.71 percent in 1963 to 11.91 percent in 1966 in agriculture, 10.32 to 6.11 in fishery, 16.24 to 19.90 in mining, 0.76 to 0.70 in the manufacturing sector and 2.79 to 4.77 percent in the construction sector. Generally speaking, on the average the dependency on forestry during the period 1963-1966 increased from 5.92 percent to 8.03 percent. Accordingly, it may easily be known that the primary forestry output induced by primary and secondary industries increased from 16, 109 million won in 1963 to 48, 842 million won in 1966. B. The forest products are supplied to other industries as their raw materials. The products are processed further into higher quality products. thus indirectly increasing the value of the forest products. The ratio of the increased value added or the secondary dependency on forestry for 1963 and 1966 showed an increase or decrease, from 5.98 percent to 7.87 percent in agriculture, 9.06 to 5.74 in fishery, 13.56 to 15.81 in mining, 0.68 to 0.61 in the manufacturing sector and 2.71 to 4.54 in the construction sector. The average ratio in this connection increased from 4.69 percent to 5.60 percent. In the meantime, the secondary forestry output induced by primary and secondary industries rose from 12,779 million Wall in 1963 to 34,084 million won in 1966. C. The dependency of tertiary industries on forestry showed very minor ratios of 0.46 percent and 0.04 percent in 1963 and 1966 respectively. The forestry output induced by tertiary industry also decreased from 685 million won to 123 million won during the same period. D. Generally speaking, the ratio of dependency on forestry increased from 17.68 percent in 1963 to 24.28 percent in 1966 in primary industries, from 4.69 percent to 5.70 percent in secondary industries, while, as mentioned above, the ratio in the case of tertiary industry decreased from 0.46 to 0.04 percent during the period 1963-66. The mining industry reveals the heaviest rate of dependency on forestry with 29.80 percent in 1963 and 35.71 percent in 1966. As it result, the direct forestry income, valued at 8,172 million won in 1963, shot up to 22,724 million won in 1966. Its composition ratio lo the national income rose from 1.9 percent in 1963 to 2.3 per cent in 1966. If the induced outcome is taken into account, the total forestry production which was estimated at 37,744 million won in 1963 picked up to 105,773 million won in 1966, about 4.5 times its direct income. It is further noted that the ratio of the gross forestry product to the gross national product. rose significantly from 8.8 percent in 1963 to 10.7 percent in 1966. E. In computing the above mentioned ratio not taken into consideration were such intangible, indirect effects as the drought and flood prevention, check of soil run-off, watershed and land conservation, improvement of the people's recreational and emotional living, and maintenance and increase in the national health and sanitation. F. In conclusion, I would like to emphasize that the forestry sector exercices an important effect upon the national economy and that the effect of induced forestry output is greater than its direct income.

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1996년도 소음성난청 유소견 근로자들의 청력역치 관련 기초조사 (Basic Study on the Hearing-threshold Levels of Workers with Noise-induced Hearing Loss in Korea)

  • 문영한;이상렬;이경남;안연순
    • Journal of Preventive Medicine and Public Health
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    • 제32권1호
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    • pp.17-29
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    • 1999
  • Objectives. This study was carried out to analyze the hearingthreshold levels and relating factors of 1,048 workers with noiseinduced hearing loss$(D_1)$. Methods. We analyzed the hearing-threshold levels and relating factors of 1,048 workers with noise-induced hearing loss$(D_1)$ examined by the summary reports of specific health examination results of industries and personal reports of specific health examination results reported by 58 specific health examination institutes and 8 secondary pneumoconiosis examination institutes in 1996. Results. Among 1,048 workers at 510 workplaces, male workers were 1,009 (96.3%) and female workers were 39 (3.7%). The mean ages of workers initially exposed to noise and at present were 28.7 and 47.2, respectively. The duration of total exposure was 16.5 years. Average hearing-threshold levels analyzed by three-divided classification of the study subjects were 43.7dB(Lt) and 42.6dB(Rt). Those analyzed by six-divided classification were 50.5dB(Lt) and 48.6d8(Rt). Among workers with noise-induced shearing loss$(D_1)$, 16.3% was unilateral hearing loss and 84.6% was classified to compensation case. 8.8%(Rt) and 10.2%(Lt) of them were suspected to be conductive hearing loss by differences of air-bone hearing-threshold levels. Hearing-threshold levels of workers in manufacturing industry were significantly increased during the short exposure compared with the levels in mining industry. Among manufacturing industries, hearing-threshold levels of workers in trailer and other transportation equipment manufacturing industry were significantly increased. Age and duration of total noise exposure were not significantly related to the average hearing-threshold levels analyzed by three-divided classification. Hearing-threshold levels of female workers were significantly increased during the short exposure compared with those of male workers. Hearing-threshold levels of workers at the high risk group, ages of 20s, 30s and total exposure duration of less than 10 years, were not significantly increased compared with those of the other groups. However, they were exposed at young ages. The 3 leading industries of workers at high risk group were trailer and other transportation equipment manufacturing, automobile manufacturing and assemble-metal manufacturing industries. Conclusions. This study was the first nationwide analysis of the hearing-threshold levels and relating factors of workers with noise. induced hearing loss$(D_1)$. We found the differences of the real number by the statistics of the department of labour and the expected number of worker' s compensations for occupationally-induced hearing loss estimated by this study. According to the results of this study, we should carefully examine the methods to narrow this difference.

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산업유형별 데이터융합과 데이터처리 모델의 설계 (Design of Data Fusion and Data Processing Model According to Industrial Types)

  • 정민승;진선아;조우현
    • 정보처리학회논문지:소프트웨어 및 데이터공학
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    • 제6권2호
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    • pp.67-76
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    • 2017
  • 다양한 분야의 산업 현장에서는 복합적으로 대용량의 데이터가 상호 연관성을 가지고 발생한다. 산업유형별 공정에서 다양한 데이터들을 수집할 수 있으나, 각 프로세스 사이에서 서로 연관성 있게 통합하지 못하고 있다. 기존 산업유형별 데이터는 성형조건표 설정치 값과 작업공정에서 문제가 발생 했을 경우 작업자가 임의 값을 입력하였다. 본 논문에서는 각 산업유형별로 수집되는 데이터의 융합 및 분석처리 모델의 설계를 하고, 예측 사례(자동차 커넥트)를 통해서 표준 성형 조건표를 통한 마스터 데이터와 제조공정 과정에서 수집된 생산이력파일을 비교분석하여 다양한 불량요인과 예외사항에 대한 패턴분석과 재해석, 작업자에 대한 임의 값을 수치화를 통해 새로운 성형 조건표를 통한 불량률 감소, 생산성 증가, 공정 개선, 원가 절감 등의 기업 수익 향상과 제조 산업의 공정에 맞는 다양한 데이터분석과 검증 모델을 설계할 수 있다. 또한, 분석 검증된 표준 설정치에 의한 제조 공정의 최적화, 일관성, 객관성을 확보할 수 있고 다양한 패턴유형을 통한 산업유형별에 맞는 최적화(표준 설정치) 기술을 지원할 수 있다.

토픽 모델링을 이용한 핀테크 기술 동향 분석 (A Study on the Research Trends in Fintech using Topic Modeling)

  • 김태경;최회련;이홍철
    • 한국산학기술학회논문지
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    • 제17권11호
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    • pp.670-681
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    • 2016
  • 최근 인터넷과 모바일 환경을 기반으로 금융과 IT가 융합된 핀테크(Fintech) 산업이 급속히 성장하고 있으며 간편성, 편리성 등으로 무장한 핀테크 서비스는 모든 금융서비스의 온라인 모바일 화를 주도하고 있다. 그러나 핀테크 산업의 급격한 성장에도 불구하고, 핀테크 기술에 대한 세부기술 분류와 주요 시장국의 기술개발 동향을 분석하고 기술기획을 지원하기 위한 연구는 매우 미흡한 실정이다. 이에 본 연구는 핀테크 기술의 비정형 데이터 형태의 특허 데이터를 이용하여 토픽모델링 기법을 통해, 핀테크 세부 기술을 추출하고 정의한다. 도출된 핀테크 세부 기술에 대해 Hot&Cold topic 을 파악하여 핀테크 기술의 트렌드를 파악한다. 또한 핀테크 산업의 주요 기술에 대한 주요 시장국인 미국, 한국, 중국의 기술개발 동향을 각각 분석한다. 마지막으로 핀테크 세부 기술 간 네트워크 분석을 통해 기술 간의 연계 관계를 살펴본다. 본 연구를 통해 파악된 핀테크 산업 기술 동향은 핀테크 산업분야의 정책 수립과 핀테크 관련 기업의 기술 전략 수립에 효과적으로 활용될 수 있을 것으로 기대된다.

산업연관표를 이용한 골재 및 석재부문의 경제적 파급효과 분석연구 (A Study on Induced effect of Aggregate and Stone Sector with Input-Output Table)

  • 김지환
    • 자원환경지질
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    • 제54권5호
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    • pp.573-580
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    • 2021
  • 본 연구는 산업연관표를 이용하여 골재 및 석재부문의 유발효과를 분석하였다. 먼저 골재 및 석재부문의 부가가치에 관해 정리하였으며, 이어 중간투입구조와 유발효과를 분석하였다. 부가가치구조 측면에서 골재 및 석재는 제조업에 비해 높은 피용자보수율을 보였으며, 영업잉여에 대해서도 그 외 광업에 비해 높은 비율을 보였다. 중간투입구조는 골재 및 석재 생산품을 중간투입물로 이용하는 부문과 그 투입비율을 정리하였는데, 골재 및 석재의 배분구조와 산업부문에서 골재 및 석재를 투입하는 구조를 정리하였으며, 레미콘, 콘크리트 제품 등 주요 수요자의 중간요소 투입구조 중 비중을 확인하였다. 아울러 골재 및 석재의 최대 수요자인 레미콘의 주요 투입부문에 대해서도 정리하였다. 골재 및 석재의 생산유발효과는 2015년 기준으로 0.774의 값을 보인 감응도계수에 비해 0.984의 값을 보인 영향력계수가 전체 산업에서 높은 순위를 보여 상대적으로 후방연쇄효과를 크게 갖는 것을 확인할 수 있었다. 산업연관표를 재구성하여 생산유발 효과를 검토하였는데, 한국은행의 기본부문분류에 따른 도출결과와 유사하게 영향력계수 측면에서 상대적 우위를 보이는 것으로 나타났다.

Approval status and characteristics of work-related musculoskeletal disorders among Korean workers in 2020

  • Eun-woo Cha;Sae-mi Jung;Il-ho Lee;Dae Hwan Kim;Eui Hyek Choi;In-ah Kim;Yong-kyu Kim;Kyung-joon Lee;Yang Won Kang;Ho-gil Kim;Young-ki Kim
    • Annals of Occupational and Environmental Medicine
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    • 제34권
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    • pp.31.1-31.14
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    • 2022
  • Background: This study aimed to investigate the characteristics of work-related musculoskeletal disorders (WRMSDs) in occupational disease claims and identify patterns of WRMSDs for each body part by industry and occupation. Methods: This study analyzed the raw data of occupational disease claims for musculoskeletal disorders deliberated by the Occupational Disease Decision Committee of the Korea Workers' Compensation & Welfare Service in 2020. The data was classified into 6 body parts with the highest numbers of occupational disease cases by using the complete enumeration data on principal diagnoses and 4 types of subdiagnoses in the raw data. The characteristics and approval rates of WRMSDs by body part, industry and occupation were examined and summarized. Results: A total of 13,015 occupational disease cases for WRMSDs were classified, and lumbar spinal (back) diseases accounted for the largest proportion of claimed diseases, followed by shoulder, elbow, wrist, knee, and neck diseases in a descending order. The occupations with the highest and second highest numbers of occupational disease cases by body part were found to be automobile assemblers and production-related elementary workers for the neck, school meal service workers and cooks for the back, construction frame mold carpenters and school meal service workers for the shoulder, elementary workers in mining and food service workers for the elbow, food service workers and automobile parts assemblers for the wrist, and ship welders and school meal service workers for the knee. Conclusions: This study examined the characteristics and approval status of WRMSDs by body part and occupation. Based on the study results, management strategies for the prevention of WRMSDs should be established regarding occupations with a high risk of WRMSDs for each body part.

비정형 텍스트 분석을 활용한 이슈의 동적 변이과정 고찰 (Investigating Dynamic Mutation Process of Issues Using Unstructured Text Analysis)

  • 임명수;김남규
    • 지능정보연구
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    • 제22권1호
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    • pp.1-18
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    • 2016
  • 최근 가용한 텍스트 데이터 자원이 증가함에 따라 방대한 텍스트 분석을 통해 새로운 가치를 창출하고자 하는 수요가 증가하고 있다. 특히 뉴스, 민원, 블로그, SNS 등을 통해 유통되는 글로부터 다양한 이슈를 발굴해내고 이들 이슈의 추이를 분석하는 이슈 트래킹에 대한 연구가 활발하게 이루어지고 있다. 전통적인 이슈 트래킹은 토픽 모델링을 통해 오랜 기간에 걸쳐 지속된 주요 이슈를 발굴한 후, 각 이슈를 구성하는 문서 수의 세부 기간별 분포를 분석하는 방식으로 이루어진다. 하지만 전통적 이슈 트래킹은 각 이슈를 구성하는 내용이 전체 기간에 걸쳐 변화 없이 유지된다는 가정 하에 수행되기 때문에, 다양한 세부 이슈가 서로 영향을 주며 생성, 병합, 분화, 소멸하는 이슈의 동적 변이과정을 나타내지 못한다. 또한 전체 기간에 걸쳐 지속적으로 출현한 키워드만이 이슈 키워드로 도출되기 때문에, 핵실험, 이산가족 등 세부 기간의 분석에서는 매우 상이한 맥락으로 파악되는 구체적인 이슈가 오랜 기간의 분석에서는 북한이라는 큰 이슈에 함몰되어 가려지는 현상이 발생할 수 있다. 본 연구에서는 이러한 한계를 극복하기 위해 각 세부 기간의 문서에 대한 독립적인 분석을 통해 세부 기간별 주요 이슈를 도출한 후, 각 이슈의 유사도에 기반하여 이슈 흐름도를 도출하고자 한다. 또한 각 문서의 카테고리 정보를 활용하여 카테고리간의 이슈 전이 패턴을 분석하고자 한다. 본 논문에서는 총 53,739건의 신문 기사에 제안 방법론을 적용한 실험을 수행하였으며, 이를 통해 전통적인 이슈 트래킹을 통해 발굴한 주요 이슈의 세부 기간별 구성 내용을 살펴볼 수 있을 뿐 아니라, 특정 이슈의 선행 이슈와 후행 이슈를 파악할 수 있음을 확인하였다. 또한 카테고리간 분석을 통해 단방향 전이와 양방향 전이의 흥미로운 패턴을 발견하였다.

휴폐광산 지역에서 유출되는 하천수의 오염도 평가 (Assessment of Water Pollution by Discharge of Abandoned Mines)

  • 김휘중;양재의;옥용식;이재영;박병길;공성호;전상호
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제10권5호
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    • pp.25-36
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    • 2005
  • 옥동천 유역의 상류에 위치한 명진탄광, 서진탄광, 옥동탄광 등이 1988년 이후 석탄합리화 사업으로 인하여 휴폐광 되었다. 따라서 많은 양의 광산 폐재가 적당한 처리시설이 없이 그대로 유입되어 하류지역의 수질오염을 야기 시킨다. 폐탄광으로부터 유출되는 침출수와 산성광산배수는 pH $2.7\sim4.5$의 강한 산성을 나타내며, 총용존물질은 $1,030\sim1,947mg/L$로 높은 범위를 나타낸다. 또한 Fe, Cu, Cd 같은 중금속의 농도와 음이온인 황산이온 등도 매우 높은 농도를 보인다. 옥동천내에 포함된 중금속의 농도는 Fe>Al>Mn>Zn>Cu>Pb>Cd 순으로 나타났으며, 철의 경우 산성광산배수와 침출수로 부터 옥동천 하류의 수질과 토양의 질을 나타내는 지표가 된다. 구리농도는 풍수기에 공재댐 배출수에서 높은 농도를 나타냈다. 표층수의 수질오염지표는 폐탄광의 산성광산배수가 유입되는 옥동천 본류 상류에서 $16.3\sim47.1$을 나타냈다. 반면에 구광재댐과 신광재댐 및 폐탄광의 배출수가 유입되는 중류에서 $10.6\sim19.5$를, 하류에서는 평균값인 $10.6\sim14.9$를 보여, 상류지역의 폐탄광의 산성광산배수가 옥동천의 주 오염원인 것으로 나타났다.