• 제목/요약/키워드: Classification of Quality

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Bi-Directional Kohonen Network와 인공신경망을 사용한 관리도 패턴 인식 (Recognition of Control Chart Pattern using Bi-Directional Kohonen Network and Artificial Neural Network)

  • 윤재준;박정술;김준석;백준걸
    • 한국시뮬레이션학회논문지
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    • 제20권4호
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    • pp.115-125
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    • 2011
  • 제품의 품질 수준 제고를 위해 통계적 공정 관리(SPC : Statistical Process Control)의 다양한 관리도가 기업의 생산 공정을 관리하는데 사용된다. 관리도에 기록되는 공정 데이터는 특정 요인(Assignable Cause)에 의한 이상이 발생했을 때 그 요인에 따라 서로 다른 패턴(Pattern)으로 변화한다. 이러한 패턴을 구별하는 관리도 패턴(CCP : Control Chart Pattern) 인식(Recognition)은 공정에 대한 관리자의 빠른 의사 결정을 위해 매우 중요하다. 앞 선 연구들은 수집되는 원 데이터를 가공 하지않고 그대로 사용하였기 때문에 인식기(Recognizer)의 성능과 학습 속도가 저하되는 문제점이 있었다. 따라서 최근 데이터의 차원 축소와 인식기의 성능 향상을 위해 특질 추출법(Feature Extraction)을 적용한 특질 기반 인식기(Feature based Recognizer)에 대한 연구가 활발히 진행 중이다. 본 논문은 BDK(Bi-Directional Kohonen Network)를 사용하여 CCP의 참조 벡터(Reference Vector)를 생성하고 참조 벡터와 CCP 데이터의 거리를 기반으로 하는 특질을 추출하였다. 추출된 특질을 인공 신경망 기반 인식기의 입력 벡터로 사용하여 학습하였으며 원 데이터를 사용하여 학습하는 인공신경망 인식기와 예측 정확도 비교를 통해 제안 알고리즘의 성능을 평가하였다.

Public Health Risks: Chemical and Antibiotic Residues - Review -

  • Lee, M.H.;Lee, H.J.;Ryu, P.D.
    • Asian-Australasian Journal of Animal Sciences
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    • 제14권3호
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    • pp.402-413
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    • 2001
  • Food safety is a term broadly applied to food quality that may adversely affect human health. These include zoonotic diseases and acute and chronic effects of ingesting natural and human-made xenobiotics. There are two major areas of concern over the presence of residues of antibiotics in animal-derived foodstuffs with regard to human health. The first is allergic reactions. Some antibiotics, such as penicillins can evoke allergic reactions even though small amounts of them are ingested or exposed by parenteral routes. The second is development of antibiotic resistance in gut bacteria of human. Recently multi-resistant pneumococcal, glycopeptide-resistant enterococci and gram negative bacteria with extended-spectrum $\beta$-lactamases have spread all over the world, and are now a serious therapeutic problem in human. Although it is evident that drugs are required in the efficient production of meat, milk and eggs, their indiscriminate use should never be substituted for hygienic management of farm. Drug should be used only when they are required. In addition to veterinary drugs, environmental contaminants that were contaminated in feed, water and air can make residues in animal products. Mycotoxins, heavy metals, pesticides, herbicides and other chemicals derived from industries can be harmful both to animal and human health. Most of organic contaminants, such as dioxin, PCBs and DDT, and metals are persistent in environment and biological organisms and can be accumulated in fat and hard tissues. Some of them are suspected to have endocrine disrupting, carcinogenic, teratogenic, immunodepressive and nervous effects. The governmental agencies concerned make efforts to prevent residue problems; approval of drugs including withdrawal times of each preparation of drugs, establishment of tolerances, guidelines regarding drug use and sanitation enforcement of livestock products. National residue program is conducted to audit the status of the chemical residues in foods. Recently HACCP has been introduced to promote food safety from farm to table by reducing hazardous biological, chemical and physical factors. Animal Production Food Safety Program, Quality Assurance Programs, Food Animal Residue Avoidance Databank are para- or non-governmental activities ensuring food safety. This topic will cover classification and usage or sources of chemical residues, their adverse effects, and chemical residue status of some countries. Issues are expanded to residue detection methodologies, toxicological and pharmacokinetic backgrounds of MRL and withdrawal time establishments, and the importance of non-governmental activities with regard to reducing chemical residues in food.

Prevalence of Abnormal Cervical Cytology in HIV-Negative Women Participating in a Cervical Cancer Screening Program in Calmette Hospital, Cambodia

  • Hav, Monirath;Eav, Sokha;Heang, Nicole;Pich, Pintuna;Lim, Davy;Leang, Vitou;Korn, Aun;Lay, Sanine;Pluot, Michel;Kruy, Leangsim
    • Asian Pacific Journal of Cancer Prevention
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    • 제17권7호
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    • pp.3101-3103
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    • 2016
  • Background: According to the most recent estimation of GLOBOCAN, Cambodia has the highest incidence and mortality rate of cervical cancer in Southeast Asia. A screen-and-treat strategy using visual inspection with acetic acid (VIA test) and cryotherapy has been implemented in Cambodia's national cervical cancer screening program since 2013. However, where resources are available, cervical cytology with or without high-risk HPV DNA testing is the preferred screening method used in this country. Aim: This study aims to calculate the prevalence of abnormal cervical cytology and explain the possible factors contributing to a reduced quality of cervical cytology among women participating in a hospital-based cervical cancer screening program in Cambodia. Materials and Methods: A descriptive study was conducted using information from the cytology and pathology database in the Department of Pathology of Calmette Hospital between January 2012 and December 2015. Prevalence of abnormal cervical cytology, based on the Bethesda 2001 classification, was calculated. Data on the adequacy of cytological specimens were analyzed in order to explain the factors contributing to a reduced quality of cervical cytology interpretation. Results: Among 6,207 women who participated in the cervical cancer screening program at Calmette Hospital during 2012 and 2015, 388 (6.25%) had abnormal cytology, which could be classified into Atypical Squamous Cells of Undetermined Significance (92 cases; 1.48%), Atypical Squamous Cells - Cannot Exclude High-Grade Intraepithelial Lesion (13 cases; 0.21%), Atypical Glandular Cells (11 cases; 0.18%), Low-Grade Squamous Intraepithelial Lesion (221 cases; 3.56%), High-Grade Squamous Intraepithelial Lesion (26 cases; 0.42%), and Squamous Cell Carcinoma (25 cases; 0.40%). Unsatisfactory smears made up 12.2% of the total cases. The most frequently identified factor leading to unsatisfactory smears was the absence of cells from the transformation zone. Conclusions: The present study showed an overall prevalence of abnormal cervical cytology of 6.25%, which is comparable to that in many large population-based studies in the Asia Pacific region. Nevertheless, the remarkably high rate of unsatisfactory smears in this study justifies further improvement in specimen sampling among Cambodian gynecologists.

생태적 측면에서의 도시림 지속성 평가 지표 선정 (Criteria selection of urban forestry sustainability evaluation in the view of ecology)

  • 이수동;김동필;최송현;오정학;홍석환
    • 한국환경생태학회지
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    • 제28권4호
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    • pp.472-483
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    • 2014
  • 도시림 개선을 위한 노력은 꾸준하게 진행되어 왔으나 사회적인 욕구를 제대로 반영하였는지에 대한 평가가 없어 향후 지속적인 개선 및 관리의 방향을 제안하기는 어려운 상태이다. 사회환경과 생물환경이 어우러진 도시림을 효율적으로 개선하기 위해서는 양적 증대 뿐만아니라 생물의 분포 및 서식, 인간의 이용성을 평가할 수 있는 연결성, 건전성, 접근성 등 질적인 측면을 동시에 고려할 수 있는 생태적 건전성에 대한 평가지표의 필요성에 따라 연구를 진행하였다. 연구는 생태적 건전성 평가시 중요한 항목에 대한 상대적 중요도 평가, 문헌고찰을 통한 세부 지표 선정, 타당성 검토의 체계를 갖는다. 결과적으로 도시림은 자연림과는 다른 기능이 존재한다는 전제로, 도시림 평가는 고유의 기능인 생태성 뿐만아니라 인간의 간섭을 고려할 수 있는 사회성, 관리성이 충분하게 고려되어야 하나 중요도에 대한 설문조사 결과 생태성이 다른 가치에 우선하는 것으로 나타났다. 이에 생태적 건전성을 평가할 수 있는 세부지표를 선정하였는데, 식생관련 지표로는 희귀성, 훼손잠재성, 자연성, 면적, 다양성, 발생기간, 야생조류관련 지표로는 숲 발달정도, 면적을 추출하여 분산분석을 실시한 결과 안정성, 자연성, 다양성, 잠재성, 서식가능성이 평가지표로 선정되었다.

금호강 수계 난분해성 유기오염물질에 대한 시·공간적 특성 분석 (Temporal and Spatial Analysis of Non-biodegradable Organic Pollutants in the Geumho River System)

  • 정강영;안정민;이경락;이인정;유재정;천세억;김교식;한건연
    • 한국환경과학회지
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    • 제24권11호
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    • pp.1343-1362
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    • 2015
  • As a result of analysis based on the observed data for BOD, COD and TOC in order to manage non-biodegradable organics in the Geumho River, COD/BOD ratio was analyzed as the occupying predominance proportion. In this study, the classification(changes in water quality measurement : increase, equal, decrease) and measurement of BOD and COD were analyzed for trends over the past 10 years from 2005 to 2014 in the Geumho River. The Geumho River is expected to need non-biodegradable organics management because BOD was found to be reduced 61.1% and COD was found to be increased 50%. As a result of the analysis of land use, the Geumho-A is a unit watershed area of $921.13km^2$, which is the most common area that is occupied by forests. The Geumho-B is a unit watershed area of $436.8km^2$, which is the area that is highest occupied by agriculture and grass of 24.84%. The Geumho-C is a unit watershed area of $704.56km^2$ accounted for 40.29% of the entire watershed, which is the area that is occupied by urban of 15.12%. Load of non-biodegradable organics, which is not easy biodegradable according to the discharge, appeared to be increased because flow coefficient of COD and TOC at the Geumho-B were estimated larger than 1 value. The management of non-point sources of agricultural land is required because the Geumho-B watershed area occupied by the high proportion of agriculture and field. In this segment it showed to increase the organics that biodegradation is difficult because the ratio of BOD and TOC was decreased rapidly from GR7 to GR8. Thus, countermeasures will be required for this.

의료기관들의 인증평가 준비와 비용지출에 대한 실태분석 (An Analysis of Accreditation Preparation Process and Costs in Hospitals)

  • 김민지;정유민;김경숙;이선희
    • 한국병원경영학회지
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    • 제20권3호
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    • pp.45-55
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    • 2015
  • While the influence of healthcare accreditation system to the quality improvement of hospitals has more increased, regarding the preparation costs for healthcare accreditation, it has never been empirically studied about the costs that are actually invested by hospitals. This study is going to determine the difficulties in the preparation process of accreditation and details of accreditation preparation costs for hospitals that participated in the healthcare accreditation system and acquired accreditation. The survey was performed in a self-reported form from February 28 to March 21 2014 for 189 acute hospitals accredited as a hospital from 2011 to February 2014. Of all questionaries of survey participants, 98 were recovered; the response rate was 51.9%. A total of 40 questionnaires were used except for 58 containing insincere answers. Main findings are followings: Firstly, findings showed that advanced general hospitals spent the most statistically significantly highest in terms of equipments and total costs among cost items for accreditation preparation. When accreditation preparation costs items were classified according to classification of hospitals, advanced general hospitals spent the most statistically significantly highest in the equipments and total costs. Also in terms of regional, Gyeonggi, Incheon regions were found to spend statistically significantly higher costs in the equipments costs. Secondly, as a result of the survey in the distribution of the total accreditation preparation costs, advanced general hospitals have disbursed the most out of all. However, the result in hospitals does not show significant difference to the expense of advanced general hospitals and that especially other regional hospitals spent higher costs. As such, all hospitals are under a heavy burden of higher costs on accreditation preparation, especially hospitals. The build-up of infrastructures by hospitals through an accreditation system consequently led to a higher initial investment; if the accreditation system is effective in improving the quality of health care and patient safety, appropriate responses are needed. In other words, financial support for investment costs needs to be given to allow hospitals to actively participate in the accreditation system.

고학력 기혼여성의 취업여부별 영양소 섭취로 본 식사의 질 평가 (Evaluation of Diet Quality according to Nutrient Intake between Highly Educated, Married, Unemployed and Employed Women)

  • 최지현;정영진
    • Journal of Nutrition and Health
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    • 제39권2호
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    • pp.160-170
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    • 2006
  • This study was conducted to provide foundation data for making health care policy for married women by assessing the dietary intake between highly educated married, employed and unemployed women. It is a direct interview, cross-sectional study with 24-hour recall method for one day. In selecting the subjects for this study, married, unemployed women were selected from a certain area (Daedeok Science Town) in Daejeon where there are high rates of highly educated women, and the married, employed women were selected from the teaching profession in order to avoid confounding due to including a variety of jobs. According to the Korean Standard Classification of Occupations, teaching is the representational occupation of highly educated, married women. Then, to prevent confounding due to age, we selected the subjects out of each age group at the same rate through random sampling. Women who had not graduated college, worked only part-time, or had no current spouse were excluded. As a result, 486 highly-educated, married, unemployed (250) and employed (236) women were used for analyzing data. The unemployed women consumed a higher amount of fat, cholesterol, sodium, vitamin C and folic acid while the employed women consumed a higher amount of iron, vitamin $B_l$ and vitamin $B_2$. P/M/S ratio being 1/1.18/1.05 and 1/1.05/0.87, for the unemployed women and the employed women, respectively, unemployed respondents had a higher saturated fat intake than those of employed. It is in excess of the standard ratio (1/1/1) of the Korean RDA. At the same time, in unemployed respondents the percent of energy intake from fat (24.8%, 23.2%) and animal fat (12.4%, 11.4%) were higher than those of employed respondents. The mean daily nutrient intake of calcium, zinc, and iron for both groups of respondents were lower than the Korean RDA. Both groups had phosphorus as the highest nutrient and calcium as the lowest nutrient of INQ (Index of Nutritional Quality) while nutrients with the INQ being less than 1 were calcium and iron. To sum up, the following conclusions can be made: Nutrition education and guidance for reduction of the intake of fat, especially animal fat, are necessary for unemployed women. In addition, highly educated, married, unemployed and employed women should increase the consumption of foods rich in iron and calcium to prevent anemia and osteoporosis, while decreasing the intake of phosphorus to balance proportions of calcium and phosphorus.

불면장애에 대한 천왕보심단의 체계적 문헌 고찰 및 메타분석 연구 (Herbal Medicine (Cheonwangbosim-Dan, Tianwangbuxin-Pellet) for Insomnia Disorder: A Systematic Review and Meta-Analysis of Randomized Controlled Trials)

  • 사공종원;김동희;하지원;조윤송;김보경
    • 동의신경정신과학회지
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    • 제29권4호
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    • pp.267-280
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    • 2018
  • Objectives: The objective of this study was to provide clinical evidence to support the use of a herbal medicine (Cheonwangbosim-Dan/Tianwangbuxin-Pellet (TWBXP)) for insomnia. Methods: Randomized controlled trials that verified effects of Herbal Medicine (Cheonwangbosim-Dan, Tianwangbuxin-Pellet) treating primary insomnia were carried out. A literature search of English, Chinese, Korean databases was also performed. The selected literature were assessed by Risk of Bias (RoB). Results: The total number of selected trials was 13 RCTs. Among the 13 RCTs, 10 were meta-analyzed. The Chinese Classification of Mental Disorders-3 (CCMD-3) was frequently used as the diagnostic criteria for interventions during the analysis of the use of herbal medicine (Cheonwangbosim-Dan/Tianwangbuxin-Pellet) for management of primary insomnia. As for outcome measurement, the effective rate was used. From the Meta-analysis of the studies, it was established that the insomnia cure effective rate in the TWBXP group was higher than that in the Western Medicine (WM) group (RR: 1.15, 95% CI: 1.07 to 1.24, p<0.0001, $I^2=33%$). Also, the effective rate in the TWBXP+ACU group was significantly different compared to the WM group (RR: 1.32, 95% CI: 1.13 to 1.54, p=0.0004, $I^2=0%$). The quality of the selected RCTs was low. Conclusions: Herbal medicine (Cheonwangbosim-Dan/Tianwangbuxin-Pellet) is effective for treating primary insomnia. It is worth noting that this studies were of relatively poor quality. The sample sizes were also small. Therefore, further investigations into the diagnosis and treatment of insomnia are warranted.

농업용저수지의 실시간 수위 보정을 위한 Hampel Filter의 최적 Window Size 분석 (Analysis of the Optimal Window Size of Hampel Filter for Calibration of Real-time Water Level in Agricultural Reservoirs)

  • 주동혁;나라;김하영;최규훈;권재환;유승환
    • 한국농공학회논문집
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    • 제64권3호
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    • pp.9-24
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    • 2022
  • Currently, a vast amount of hydrologic data is accumulated in real-time through automatic water level measuring instruments in agricultural reservoirs. At the same time, false and missing data points are also increasing. The applicability and reliability of quality control of hydrological data must be secured for efficient agricultural water management through calculation of water supply and disaster management. Considering the characteristics of irregularities in hydrological data caused by irrigation water usage and rainfall pattern, the Korea Rural Community Corporation is currently applying the Hampel filter as a water level data quality management method. This method uses window size as a key parameter, and if window size is large, distortion of data may occur and if window size is small, many outliers are not removed which reduces the reliability of the corrected data. Thus, selection of the optimal window size for individual reservoir is required. To ensure reliability, we compared and analyzed the RMSE (Root Mean Square Error) and NSE (Nash-Sutcliffe model efficiency coefficient) of the corrected data and the daily water level of the RIMS (Rural Infrastructure Management System) data, and the automatic outlier detection standards used by the Ministry of Environment. To select the optimal window size, we used the classification performance evaluation index of the error matrix and the rainfall data of the irrigation period, showing the optimal values at 3 h. The efficient reservoir automatic calibration technique can reduce manpower and time required for manual calibration, and is expected to improve the reliability of water level data and the value of water resources.

건축 마감자재정보 시스템 모델 연구 (A Study of Material Information System Model For Building Finishes)

  • 원서경;강민우;우지연;김선국
    • 한국건설관리학회:학술대회논문집
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    • 한국건설관리학회 2006년도 정기학술발표대회 논문집
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    • pp.597-601
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    • 2006
  • 건설생산 프로세스의 각 단계에서 자재 관련 정보의 신속한 검색 및 활용 체계가 미비하여 각종 자재의 분석 및 선정에 상당한 인력 및 시간이 소요되고, 또한 각 단계별로 작성된 중요 정보들의 재활용 체계도 미비하여 각 단계별 업무 및 현장 종료 시 사장되고 있다. 그 결과 각 단계에서 유사/동일 업무의 반복수행으로 회사차원에서 인적자원의 효율적 운용을 저해하고 회사 경쟁력을 저하시키는 주요인이 되고 있는 실정이다. 또한 개설현장에서 마감자재 선정 시 제품특성과 현장 적용사례 등 깊이 있는 기술정보가 부족하여 자재선정에 많은 애로가 있으며, 시공품질은 물론 현장 손익에 지대한 영향을 주게 됨에 따라 마감자재 관련 현장사례 정보를 실시간으로 공유할 수 있는 지속가능 정보관리 시스템의 필요성이 대두되고 있다. 본 연구는 건설업무의 생산성 향상을 위해 마감자재의 실시간 검색과 활용이 가능한 건축 마감자재정보 관리 시스템을 제시하고자 하는 것이다. 이를 위해서는 현행 자재정보 업무현황을 분석하고, 현장을 대상으로 설문조사를 실시하여 시스템 개발의 요구사항을 파악하고, 그 결과를 충분히 시스템에 반영시켜 실사용자가 쉽게 접근하고 활용할 수 있도록 하였다. 따라서 본 연구에서 제안하는 건설업무의 생산성 고도화를 위한 건축 마감자재 정보시스템은 시공품질 향상, 공사이익 극대화, 그리고 기업 경쟁력 강화에 활용될 수 있을 것으로 기대된다.

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