• 유통과학연구
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• 제12권11호
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• pp.77-83
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• 2014

Purpose - The National Agricultural Cooperative Federation of Korea and National Fisheries Cooperative Federation of Korea have prosecuted both financial and retail businesses. As cooperatives are public institutions and receive government support, their sound management is required by the Financial Supervisory Service in Korea. This is mainly managed by CAEL, which is changed by CAMEL. However, NFFC's business section, managing the finance and retail businesses, is unified and evaluated; the CAEL model has an insufficient classification to evaluate the retail industry. First, there is discrimination power as regards CAEL. Although the retail business sector union can receive a higher rating on a CAEL model, defaults have often been reported. Therefore, a default prediction model is needed to support a CAEL model. As we have the default prediction model using a subdivision of indexes and statistical methods, it can be useful to have a prevention function through the estimation of the retail sector's default probability. Second, separating the difference between the finance and retail business sectors is necessary. Their businesses have different characteristics. Based on various management indexes that have been systematically managed by the National Fisheries Cooperative Federation of Korea, our model predicts retail default, and is better than the CAEL model in its failure prediction because it has various discriminative financial ratios reflecting the retail industry situation. Research design, data, and methodology - The model to predict retail default was presented using logistic analysis. To develop the predictive model, we use the retail financial statements of the NFCF. We consider 93 unions each year from 2006 to 2012 to select confident management indexes. We also adapted the statistical power analysis that is a t-test, logit analysis, AR (accuracy ratio), and AUROC (Area Under Receiver Operating Characteristic) analysis. Finally, through the multivariate logistic model, we show that it is excellent in its discrimination power and higher in its hit ratio for default prediction. We also evaluate its usefulness. Results - The statistical power analysis using the AR (AUROC) method on the short term model shows that the logistic model has excellent discrimination power, with 84.6%. Further, it is higher in its hit ratio for failure (prediction) of total model, at 94%, indicating that it is temporally stable and useful for evaluating the management status of retail institutions. Conclusions - This model is useful for evaluating the management status of retail union institutions. First, subdividing CAEL evaluation is required. The existing CAEL evaluation is underdeveloped, and discrimination power falls. Second, efforts to develop a varied and rational management index are continuously required. An index reflecting retail industry characteristics needs to be developed. However, extending this study will need the following. First, it will require a complementary default model reflecting size differences. Second, in the case of small and medium retail, it will need non-financial information. Therefore, it will be a hybrid default model reflecting financial and non-financial information.

• 유통과학연구
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• 제9권1호
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• pp.49-59
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• 2011

Although the South Korean organic food market is in the infancy compared to other industrialized countries, Korean consumers'interest in organic food and retail stores devoting space to organic products have been rapidly increasing. Despite the fact of organic food popularity, the term "organic" is interpreted differently by individuals. As opposed to the US, Japan and the EU where have operated an integrated organic food labelling system, Korea has adopted complex organic labelling systems regulated by several different government bodies. As a result, complicated food labelling standards make consumers confused when purchasing organic foods. Furthermore, in terms of country of origin (COO), it is argued by a lot of researchers that COO effects vary from product to product and from country to country; moreover, other informational cues such as brand and price can influence COO effects. In modern society, COO labelling has been complicated, due to the sourcing, manufacturing and market locations of merchandise spread over the world. Accordingly, the evaluation of COO effects has become complex. In order to examine these issues, a quantitative research was selected to classify the commonfeatures of organic food consumers and construct statistics such as the extent to which people are aware of organic food and COO labellingvia a questionnaire which took place in two cities in Korea with a cluster sample of 161 organic food purchasers. As for the data analysis, one-way analysis of variance (ANOVA), T-tests, bivariate crosstatulations with Cramer's V were conducted,depending on the characteristics of variables and the assumptions the research data need to fit. It has been concluded that in general, Korean organic consumers comprehend the term "organic"in a closer way to the general concept rather than technical term, thus people do not appreciate environmentally labels which include organic food labels, although marital status influence the degree of label awareness, regardless of gender, age, education level and so on. Regarding COO effects on organic food, home organic products were Korean consumers'first choice over those from industrialized countries and developing nations. Specifically, in processed organic product category, domestically cultivated and processed organic products were absolutely preferred to leading national brands produced with imported ingredients and international brands. However, due to a lack of checks of ingredients' COO, consumers tend to purchase a leading national organic food brand, believing that it is a pure organic food sourced domestically. As a consequence, this research has suggested some important managerial implications and future research directions. In order to prevent consumer confusion when buying organic foods, it should be noted that consumers do not comprehend the organic food certifications, due to complicated labelling systems for organic produce and processed organic foods. Therefore, government bodies related to organic food distribution have to know consumers' perception of organic food labels and the significance of customer-oriented labels and reestablish labelling standards. Similarly, public advertising should be followed to raise public awareness of the labelling to enable customers to have the correct information. In addition, not only international marketers but also domestic marketers need to understand COO images and also the influence COO of ingredients has on the image of an organic product.

• Journal of Preventive Medicine and Public Health
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• 제40권4호
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• pp.259-264
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• 2007

Effective communicable disease surveillance systems are the basis of the national disease prevention and control. Following the increase in emerging and re-emerging infectious diseases since late 1990s, the Korean government has strived to enhance surveillance and response system. Since 2000, sentinel surveillance, such as influenza sentinel surveillance, pediatric sentinel surveillance, school-based sentinel surveillance and ophthalmological sentinel surveillance, was introduced to improve the surveillance activities. Electronic reporting system was developed in 2000, enabling the establishment of national database of reported cases. Disweb, a portal for sharing communicable disease information with the public and health care workers, was developed. In general, the survey results on usefulness and attributes of the system, such as simplicity, flexibility, acceptability, sensitivity, timeliness, and representa-tiveness, received relatively high recognition. Compared to the number of paid cases of national health insurance, reported cases by national notifiable disease surveillance system, and various sentinel surveillance system, the result of the correlation analysis was high. According to the research project conducted by KCDC, the reporting rate of physicians in 2004 has also greatly improved, compared with that in 1990s. However, continuous efforts are needed to further improve the communicable disease surveillance system. Awareness of physicians on communicable disease surveillance system must be improved by conducting education and information campaigns on a continuous basis. We should also devise means for efficient use of various administrative data including cause of death statistics and health insurance. In addition, efficiency of the system must be improved by linking data from various surveillance system.

• 상하수도학회지
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• 제25권4호
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• pp.581-589
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• 2011

Generally, treated water or raw water is transported into storage reservoirs which are receiving facilities of local governments from multi-regional water supply systems. A water supply control and operation center is operated not only to manage the water facilities more economically and efficiently but also to mitigate the shortage of water resources due to the increase in water consumption. To achieve the goal, important information such as the flow-rate in the systems, water levels of storage reservoirs or tanks, and pump-operation schedule should be considered based on the resonable water demand forecasting. However, it is difficult to acquire the pattern of water demand used in local government, since the operating information is not shared between multi-regional and local water systems. The pattern of water demand is irregular and unpredictable. Also, additional changes such as an abrupt accident and frequent changes of electric power rates could occur. Consequently, it is not easy to forecast accurate water demands. Therefore, it is necessary to introduce a short-term water demands forecasting and to develop an application of the forecasting models. In this study, the forecasting simulator for water demand is developed based on mathematical and neural network methods as linear and non-linear models to implement the optimal water demands forecasting. It is shown that MLP(Multi-Layered Perceptron) and ANFIS(Adaptive Neuro-Fuzzy Inference System) can be applied to obtain better forecasting results in multi-regional water supply systems with a large scale and local water supply systems with small or medium scale than conventional methods, respectively.

• 정보교육학회논문지
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• 제11권3호
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• pp.299-306
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• 2007

정부교육기관의 조사에 따르면 학습부진아에 대한 학습 지원이 절실한 상황이다. 이에 본 논문에서는 학습 스타일 심리검사를 이용하여 부진아에게 맞는 학습방법으로 학습을 지원하는 부진아 학습 지원 시스템을 구축하였다. 제안한 시스템은 첫째, 부진아의 특성으로 구성된 의사결정트리와 사전평가가 점수를 통하여 부진아를 진단한다. 둘째, 부진아로 판단된 학생은 학습 스타일 심리검사를 실시하여 강의형 학습(청각형), 멀티미디어형 학습(시각형), 게임형 학습(촉각형) 방법 중에 한 형태의 학습방법으로 학습을 지원한다. 셋째, 사후평가를 통하여 학업성취도를 학인하고 학업성취도가 낮은 학생에 대해서는 교수자와의 일대일 개별지도를 지원한다. 제안한 시스템을 사용하여 학습부진아를 실험집단과 비교집단으로 나누어 학습을 검증한 결과 학습 스타일 심리검사를 실시하여 학습을 했을 경우의 학습성취도가 평균 10% 향상되었다.

• 통상정보연구
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• 제15권2호
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• pp.345-364
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• 2013

본 논문에서는 DDA 환경상품 무역자유화 협상에 대비하여 세계 주요국과 우리나라의 환경산업 제품에 대한 무역구조를 분석하였다. OECD에서 제안한 161종의 환경상품 리스트를 기반으로 2002년부터 2011년까지 10년간 전 세계 환경상품의 무역 통계를 조사하였다. 환경산업의 세계 무역규모는 2002년 4,639억 달러에서 2011년 1조4,778억 달러로 3배 이상 증가하였다. 우리나라의 2011년 환경상품의 세계시장 점유율은 3.2%이며, 무역특화지수는 -0.128, 현시비교우위지수는 1.002이며 세계시장에서 일본과 수출경합도가 가장 높은 것으로 나타났다. 본 논문에서 우리나라의 환경상품의 국제경쟁력은 무역규모에 비해 국제경쟁력이 상대적으로 약한 것으로 조사되었다. 따라서 향후 지속될 DDA 환경상품 자유화 협상에서 우리나라는 환경상품의 유예기간 설정 등 단계별 무역자유화 추진과 국내 산업의 경쟁력 향상을 위해 노력해야 할 것이다.

• 한국정보통신학회논문지
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• 제25권7호
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• pp.890-895
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• 2021

최근 "중대재해 등에 관한 법률"이 제정되고 안전사고에 관한 제도적, 사회적 관심이 높아지고 있다. 본 논문에서는 제조업 현장에서 발생한 안전사고에 대해 정부 기관에서 발간한 통계 자료를 분석하고, 안전사고 발생을 줄이기 위해 위험 상황을 판정하는 모델을 구축하기 위한 딥러닝 기반에 다양한 객체 탐지 모델을 학습시켜 비교 분석하였다. 제조업 현장에 있는 CCTV에서 영상을 수집하여 직접 데이터셋을 구축하였으며, YOLO-v4, SSD, CenterNet 모델에 훈련 데이터와 검증 데이터로 이를 활용하고 학습을 진행하였다. 그 결과 YOLO-v4 모델이 mAP 81%의 수치를 얻었다. 산업 현장에서 클래스를 선정하고 데이터셋을 직접 구축하여 모델 학습을 하는 데 의의가 있으며 이를 통해 위험 상황을 판정하고 이를 추론하는 시스템의 초기 연구자료로 활용할 수 있을 것으로 사료된다.

• 정보화정책
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• 제31권2호
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• pp.65-81
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• 2024

나라장터 종합쇼핑몰 등을 비롯한 공공기관 온라인 쇼핑몰을 통한 전자조달 규모는 나날이 커지고 있다. 본 연구는 공직자들이 공공기관 온라인 쇼핑몰의 제품, 배송, 사후관리에 대하여 어떻게 평가하는지, 그리고 그들의 만족도를 제고할 수 있는 방안은 무엇인지 살펴봄으로써 전자조달 품질 평가 및 개선 방안에 대하여 살펴보고자 한다. 공공기관 온라인 쇼핑몰 이용 경험이 있는 공무원 및 공공기관 재직자를 대상으로 설문조사를 실시한 결과, 대체로 만족도가 높은 것으로 나타났다. 그러나 제품의 다양성에 대한 불만이 확인되었다. 배달 품질에 대한 인식은 전반적으로 긍정적이지만, 사후관리에서 개선의 여지가 있음도 알 수 있었다. 이어서 구조방정식 모형을 활용하여 만족도와 재이용의사에 미치는 영향을 살펴봤는데 제품품질인식, 배송품질인식, 사후관리품질인식 모두 만족도에 유의한 정의 영향을 미침이 확인되었고, 반품·교환·하자보수가 발생하지 않도록 제품에 대한 정보와 품질의 관리에 더 많은 노력을 기울이고 문제가 발생했을 경우 그 처리를 간명하고 신속하게 진행할 필요가 있음을 알 수 있었다.

• 농촌의학ㆍ지역보건
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• 제7권1호
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• pp.74-79
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• 1982

Recently in Korea, integration of F.P. & MCH programs for effective and efficient implementation of the health programs has been discussed actively. In fact, categorical health workers in fields have been trained and changed as an integrated health workers by government. But one of the most important problems that had to be solved for successful integration of F.P. and MCH programs, is that there must be a common indicator for the evaluation of the two health services (integrated indicator). We regarded reproductive efficiency (=R.E.) that had been proposed by Charlotter M$\ddot{u}$ller et al, as the good integrated indicator. The object of this brief article is to introduce the meaning of reproductive efficiency and to illustrate the usefulnesses of R.E. as the integrated health indicator by applying this indicator to the data from preliminary survey of Seosan demonstration project for integration of F.P. & MCH service supported by WHO. The results and conclusions are as follows 1) Definition of R.E. is the percentage of pregnancies that succeed in production normal, surving children after taking into account the frequency of all measurable types of adverse outcomes (End point for evaluation of survival is one year of age). 2) On the basis of the past pregnant history, reproductive efficiency of the 2,484 eligible women (15-44 years) was roughly 75% (But, in the concept of good births, it is not regarded whether the survived infant is normal health or not). 3) Compared with the results of the other two surveys of the rural area in Korea, reproductive efficiency has been slightly decreased than before, in spite of family planning and MCH services for past 20 years. Because the quantity of increased abortion rate overwhelmed that of the decreased infant mortality rate. 4) Reproductive efficiency has the object for measure many events during the period from the conception (Wanted pregnancy) to an normal surviving children as an 1 year of age. So these heterogenous adversities, ie, induced abortion, still births, spontaneous abortion, neonate & infant death, are aggregated as R.E. However, if the information of these important events and reproductive efficiency were given, R.E. is used as the comprehensive evaluation indicator for F.P. and M.C.H. after meticulous analysis the various components of R.E. 5) Economic loss for adverse outcomes of preg were pregnancy were calculated applying the medical cost at the relatively small sized hospital of small city. Economic loss for 100 cases of adverse outcome is 10,420,000 won, and economic loss for infant death is 46.1% of the total loss. So, it is rational to invest much more effort and than before to MCH programs.

• 한국측량학회지
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• 제35권3호
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• pp.175-186
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• 2017

본 연구에서는 UAV를 이용한 국공유지 실태조사 필지의 효율성과 정확성을 평가하기 위해 지적현황측량 검사점의 정확성과 경제적 비용측면에서 제시하였다. 분석결과를 요약하면 다음과 같다. 첫째, 정사영상의 위치오차는 평균적으로 X오차 0.033m, Y오차 0.023m로 나타나 평면거리 연결교차로 계산하면 RMSE 평균은 0.046m로 나타났다. 둘째, 정사영상과 VRS-GNSS 성과비교에서는 UAV 정사영상 이미지 검사점의 최대 RMSE는 0.076m이고 최소 RMSE는 0.042m로 나타났다. 세째, 모든 검사점이 현행 지적측량규정에 명시된 1/1,200의 축척에 해당하는 0.360m 이내의 오차범위를 만족하였다. 끝으로 국공유지 실태조사를 위한 경제성 평가에서는, UAV 활용방법이 지적현황측량 방법보다 26,497,436원이 더 적게 들어가는 것으로 나타났다. 따라서, 본 연구결과 국공유지 실태조사에서 UAV를 활용하는 방법은 정확도 측면에서도 법적 기준을 충족하며, 경제성 측면 역시 지자체의 예산을 더욱 줄일 수 있는 방법으로 나타났다.