• 한국수자원학회논문집
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• 제39권11호
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• pp.947-960
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• 2006

선행연구에서 제안된 건천화 방지를 위한 유역통합관리 절차를 안양천 중상류 유역에 적용한 결과이다. 특히 대상 유역에 대한 물순환 흐름을 파악하기 위한 구체적인 자료 및 취득방법을 제시하였고, 중유역별 상태파악 및 대안 선택에 PSR 모형을 사용하여 지속가능성에 대한 개념이 반영하였으며, 지수산정 방식은 다단계 다기준 의사결정알고리즘 중 하나인 복합계획법을 사용하는 등 구체적인 방법을 제시하였다. 또한 대상유역에 대해 구체적인 건천화 방지 대안을 제시하였으며 SWAT모형을 이용하여 각각에 대해 물순환 개선 효과분석을 수행하였고 이 결과를 바탕으로 대안의 평가지수를 산정하여 우선순위를 제시하였다.

• The Korean Journal of Ecology
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• 제21권5_3호
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• pp.589-602
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• 1998

Mt. Nam (265m), a city park of Seoul, was originally covered with a typical deciduous broad-leaved forests in Central Korea. However, the park forests have been changed the development for various purpose such as the construction of castle wall, road way, broadcasting station, theater, hotel and apartments, in addition, to thoughtless plantation or alien plant introduction. Human population growth from ca. 100 thousands persons less in that time established Seoul as the capital of choseon dynasty in 1394 to ten millions over persons at present, accelerated the vegetational changes of the park. mt. Nam boundary in those days of sunjong (1908) also was much shrinked as much the range of 300 m distance in the northern most to 700 or 800m distance in some places. The actual vegetation of Mt. Nam largely can be classified by floristic composition into two plant communities of Quercus mongolica community and Pinus densiflora community, four plantations of Pinus rigida, Robinia pseudo-acacia, Populus tomentiglandulosa and other tree species, and on mixed forest with native and alien tree species in secondary succession stage (Yim et al. 1987). The restoration movement of Mt. Nam toward to the natural condition of forest or biodiversity is moving now. However, in the movement there are some problems such as the lack of ecological consideration and the undesirable decision of priority in the practice. A warning should be given, especially, on the undesirable plantation of non-native tree species restricting the forest succession, as in the case of southern slope of Mt. Nam. First of all, the most importance in Mt. Nam management is that the restoration for natural forest and biodiversity should be carried on the basis of integrated ecological principles based on the site evaluation.

• STI Policy Review
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• 제5권2호
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• pp.65-95
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• 2014

The recent decades have seen a growing rate of international cooperation in science, technology, and innovation (STI) including in the field of green technologies. However, current approaches to national systems of innovation (NSI) have not kept up with this development. International aspects are rather treated as external conditions within which policymakers operate and respond but not influence. This paper tackles this problem by applying a refined NSI concept that includes an international dimension and complements past frameworks by focusing on those Korean government policies, actors, and activities relevant for the internationalization of STI. Austria and Korea have both formulated differing strategies to acquire international leading positions in the field of innovation and the development of green technologies. In the first step, the paper assesses Korea's international activities within the field of green technologies that transcend national boundaries and establish international connections. The government has still a strong influence on selecting technology areas for strategic funding but our findings show that international STI actors have difficulties in identifying the appropriate point of contact to initiate cooperation or apply for related funding. Second, an external perspective on Korea's international collaborations in the field of green technologies is offered. Austria has tentatively identified the East Asian country as a second-priority cooperation partner for its future STI internationalization activities. Interviews with Austrian stakeholders in the field of green technologies indicate a high interest in cooperation with Korea that is facilitated by a similar business culture based on personal networks. Moreover, researchers and policymakers referred to a shared need of small countries for intelligent decision-making processes regarding potential cooperation partners abroad. However, in order to enhance awareness, visibility and demand for Korean STI cooperation in European countries, more long-term funding programs featuring a more permanent point of contact should be introduced.

• 한국융합학회논문지
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• 제12권10호
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• pp.37-43
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• 2021

본 연구는 대학생의 중도탈락 패턴을 식별하는 효과적인 자동 분류 기법을 제안하고, 이를 바탕으로 중도탈락을 예방하기 위한 지능형 추천 시스템의 구현 방안을 제시하는 것을 목표로 한다. 이를 위해 1) 실제 대학생의 재학/제적 데이터를 기반으로 기계 학습의 성능을 향상시킬 수 있는 데이터 처리 방안을 제안하고, 2) 5종의 기계학습 알고리즘을 이용하여 성능 비교 실험을 실시하였다. 3) 실험 결과, 제안 기법이 베이스라인에 비해 모든 알고리즘에서 우수한 성능을 보여주었다. 제적생의 식별 정확률(precision)은 랜덤 포레스트(Random Forest)를 사용할 때 최대 95.6%, 제적생의 재현율(recall)은 나이브 베이즈(Naive Bayes)를 사용할 때 최대 80.0%로 측정되었다. 4) 마지막으로, 실험 결과를 바탕으로 중도탈락 가능성이 높은 학생을 우선 상담하는 추천 시스템의 활용 방안을 제시하였다. 교육 현안 문제를 해결하기 위해 IT 분야의 기술을 활용하는 융합 연구를 통해 합리적인 의사결정을 수행할 수 있음을 확인하였으며 향후 지속적인 연구를 통해 다양한 인공지능 기술을 적용하고자 한다.

• 한국전자통신학회논문지
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• 제16권5호
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• pp.899-908
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• 2021

현대의 무기체계는 복잡한 체계로 구성되어 있기 때문에 성능개량 요소의 우선 순위를 도출하는 것은 상당한 어려움이 있다. 또한, 이해관계자들의 의견을 고려한 정량적 성능개량 요소 우선순위 선정 방법론에 대한 연구도 미흡한 실정이다. 본 연구에서는 K1계열 전차와 K2전차의 성능개량 요소 우선순위를 정량적으로 도출하기 위해 전차 개발 경험을 보유한 전문가들을 대상으로 설문을 수행하고 AHP, 평점법, TOPSIS 기법을 이용하여 서문 데이터를 분석하고 분석 결과로 우선순위를 정량적으로 도출하였다. 본 연구의 결과는 향후 무기체계 개발 및 성능개량 단계에서 이해관계자들의 의사결정 지표로 활용될 것으로 기대된다.

• 디지털융복합연구
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• 제17권2호
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• pp.135-144
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• 2019

대형마트보다 저렴하고 편의성도 높은 창고형 매장에 대한 물류 중요성이 증대되고 있다. 하지만 창고형 매장의 통합 Depot 위치선정에 관한 연구는 부족한 실정이다. 이러한 측면에서 본 연구에서는 통합 Depot 위치선정을 위한 요인도출 및 가중치 산출, 대상지의 위치 우선순위 산정을 다기준 의사결정 방법인 AHP(Analytic Hierarchy Process)방법을 도입하여 계산하는 것을 연구의 목적으로 한다. 분석결과, 선정 요인별 중요도에서는 수배송 비용절감(0.198)이 가장 높게 나왔으며, 수배송 거리절감(0.168), 수배송 시간절감(0.149) 순으로 도출 되었다. 본 연구 결과는 Depot를 통합 운영 시 비용 절감과 효율성 증가를 수치화하여 실제 실무자들에게 보다 현실적인 기초자료를 제시할 수 있을 것으로 판단된다. 향후연구에서는 분석에 사용되는 요인의 추가작업을 통하여 분석모형을 정교화 할 필요가 있다.

• 한국임상약학회지
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• 제29권3호
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• pp.173-185
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• 2019

Objective: To gather inputs from clinical experts on selecting and prioritizing research topics, to address unmet vaccine safety needs. Methods: A questionnaire containing 15 vaccine safety assessment research proposals was sent to 28 vaccine experts chosen from various domestic medical association boards, and the rationale for each of the proposals was provided by presenting the following information: 1) a brief summary of the clinical safety studies on the vaccine, conducted by the Clinical Immunization Safety Assessment (CISA) project group, supervised by the United States Center for Disease Control (U.S. CDC), and 2) a summary of recently published studies that address vaccine safety issues. The experts were instructed to select and rank 5 topics in the order of preference, and the preference score for each proposed topic was calculated by assigning points on a scale of 1 to 5. Results: All 28 experts responded to the questionnaire, and the following topics were selected according to their calculated preference scores: 1) Human papillomavirus vaccine safety profile in the Korean female adolescents; 2) A signal detection of adverse events following Influenza vaccination: comparison between the US and South Korea; 3) Incidence of anaphylaxis following National Immunization Program vaccines between 2008 and 2017; 4) Safety of quadrivalent influenza vaccines compared to trivalent influenza vaccines; and 5) Pneumococcal vaccine safety profile in the general population. Conclusion: Five research topics addressing vaccine safety were selected, for which well-constructed research protocols need to be promptly developed to address current unmet vaccine safety needs in South Korea.

• 대한예방한의학회지
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• 제23권2호
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• pp.25-42
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• 2019

Objectives : The purpose of this study was to identify factors that affect the utilization of Korean medicine (KM) among children with cerebral palsy (CP) and explore a processing model of decision-making by their parents. Methods : We conducted an individual in-depth interview with 21 mothers of children with CP who were recruited during the observational study. A grounded theory of Strauss and Corbin was used for qualitative analysis. Thus, collected data were classified into open coding including 121 concepts, 27 sub-categories and 7 categories. Results : The central phenomenon of the process of using KM for children with CP is 'KM as an optional treatment not essential'. Therefore there are many obstacles to starting KM treatment and it is easily interrupted for various reasons, unlike general rehabilitation treatment. However, if the patient experiences the therapeutic effect, the parents want to continue KM treatment. They try to provide treatment as much as possible if they can afford it. The parents give priority to general rehabilitation treatment and value the information and experience provided by the caregivers in similar situation as well as expert opinions. Conclusions : To expand and generalize KM treatment for children with CP, efforts to change interventional conditions such as treatment effect, treatment cost, treatment compliance, and convenience of treatment based on the understanding of the strategy used by the parents in KM utilization.

• 상하수도학회지
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• 제35권2호
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• pp.121-133
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• 2021

This study set up the estimates of leakage management efficiency evaluation and leakage management goal that could be used in local water distribution networks efficiency business and modernization business. The data were analyzed using data envelopment analysis and multiple regression analysis. To this end, with leakage management input indices concerning leakage reduction activities (e.g., aged pipe replacement, water meter replacement, leakage restoration, and leakage detection) and leakage management calculation indices (e.g., the increase of revenue water ratio and the reduction of leakage ratio), the data on 22 K-water consignment local water supply systems were analyzed for the years from 2004 through 2018. Using the results of efficiency analysis by data envelopment analysis, the other DMUs (Decision Making Unit) benchmarked the DMU with the highest efficiency to maximize the leakage management efficiency for all DMUs. Through this, leakage management goal estimates were drawn with the input indices of four leakage reduction activities and calculation indices of the increase of revenue water ratio and the reduction of leakage ratio by multiple regression analysis for each group based on the revenue water ratio and leakage ratio. The correlation coefficients of the leakage management goal estimate for the criteria for the revenue water ratio amounted to 0.553 and 0.771. The correlation coefficients of the leakage management goal estimate for the criteria for leakage ratio were 0.397 and 0.865. Accordingly, we estimated the quantity and priority of four leakage reduction activities for the target leakage ratio and revenue water ratio.

• 한국콘텐츠학회논문지
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• 제21권1호
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• pp.196-202
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• 2021

본 연구는 배달음식 서비스품질에 대한 주요요인을 찾고, 선행 연구에서 배달음식 서비스품질의 상호 중요도를 확인하여 각 요인의 중요도 순위를 도출하였다. 이를 위해 계층분석과정 (Analytic Hierarchy Process, AHP)을 이용한 의사결정모형을 사용하여 상호 평가를 정량화하는 과정을 수행하였다. 연구분석 결과, 배달 서비스품질은 배달음식 서비스품질의 주요인이며, 특히 주문 서비스품질과 음식 서비스품질은 배달음식 서비스품질의 핵심요인으로 나타났다. 주문 서비스품질의 세부요인은 편의성과 정확성이 중요하며, 배달음식 서비스품질을 통해 배달비의 세부요인을 기본료, 할인, 면제 순으로 중요하게 인식하고 있는 것으로 밝혀졌다. 본 연구 결과는 배달음식 서비스품질에 대한 분석뿐만 아니라 배달 정보 서비스품질 향상에도 이바지할 것으로 기대한다.