• 전기학회논문지
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• 제64권1호
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• pp.128-135
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• 2015

In this study, we develop the very short-term precipitation forecasting model as well as classifier based on polynomial radial basis function neural networks by using AWS(Automatic Weather Station) and KLAPS(Korea Local Analysis and Prediction System) meteorological data. The polynomial-based radial basis function neural networks is designed to realize precipitation forecasting model as well as classifier. The structure of the proposed RBFNNs consists of three modules such as condition, conclusion, and inference phase. The input space of the condition phase is divided by using Fuzzy C-means(FCM) and the local area of the conclusion phase is represented as four types of polynomial functions. The coefficients of connection weights are estimated by weighted least square estimation(WLSE) for modeling as well as least square estimation(LSE) method for classifier. The final output of the inference phase is obtained through fuzzy inference method. The essential parameters of the proposed model and classifier such ad input variable, polynomial order type, the number of rules, and fuzzification coefficient are optimized by means of Particle Swarm Optimization(PSO) and Differential Evolution(DE). The performance of the proposed precipitation forecasting system is evaluated by using KLAPS meteorological data.

• 한국콘텐츠학회:학술대회논문집
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• 한국콘텐츠학회 2007년도 추계 종합학술대회 논문집
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• pp.183-187
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• 2007

고도의 지식 기반사회인 현대사회에서 과학적 지식과 기술 혁신은 개인과 사회, 그리고 국가의 경제 발전과 경쟁력을 위한 필수적 요소로서 자리매김해 왔다. 그러나 이와 동시에 줄기세포연구, 유전자조작기술 등 기술혁신에 따른 잠재적 위험성은 사회적 불안 및 갈등요소로도 작용하고 있다. 기술에 대한 불확실성이 증가하고 사회가 다원화하면서 과학기술정책의 의사결정과정도 기존의 톱다운 방식인 '거버먼트(Government)'에서 점차적으로 '거버넌스(Governance)로 옮겨가고 있다. 다양한 사회 구성원의 참여로 의사결정이 이루어지는 거버넌스는 복잡한 사회 현상들에 대한 다원적 접근을 가능하게 한다. 본고에서는 거버넌스, 특히 기술혁신과 관련된 리스크 거버넌스를 중심으로 과학기술지식을 기반으로 한 의사결정모델을 살펴보고, 글로벌 시대에 과학기술과 사회의 지속가능한 발전을 위한 거버넌스 체계를 모색해보고자 한다.

• 한국농림기상학회지
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• 제3권3호
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• pp.156-162
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• 2001

In order to monitor local climatic information, twelve automated weather stations (AWS) were installed in alpine area by the Alpine Agricultural Experiment Station, Rural Development Administration (RDA), at the field of major crop located in around highland area, and collected data from 1993 to 2000. Hourly measurements of air and soil temperature (underground 10 cm,20 cm), relative humidity, wind speed and direction, precipitation, solar radiation and leaf wetness were automatically performed and the data could be collected through a public phone line. Datalogger was selected as CR10X (Campbell scientific, LTD, USA) out of consideration for sensers' compatibility, economics, endurance and conveniences. All AWS in alpine area were combined for net work and daily climatic data were analyzed in text and graphic file by program (Chumsungdae, LTD) on 1 km $\times$ 1 km grid tell basis. In this analysis system, important multi-functionalities, monitoring and analysis of local climatic information in alpine area was emphasized. The first objective was to obtain the output of a real time data from AWS. Secondly, daily climatic normals for each grid tell were calculated from geo-statistical relationships based on the climatic records of existing weather stations as well as their topographical informations. On 1 km $\times$ 1 km grid cell basis, real time climatic data from the automated weather stations and daily climatic normals were analyzed and graphed. In the future, if several simulation models were developed and connected with this system it would be possible to precisely forecast crop growth and yield or plant disease and pest by using climatic information in alpine area.

• Ocean and Polar Research
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• 제33권4호
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• pp.473-483
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• 2011

In the recent WTO/DDA negotiations, discussions are progressing to forbid fishery subsidies which have negative effect on the natural environment and the fishery resources and to lower or to eliminate the tariff/non-tariff barriers that distort trade liberalization. As a result, linking to the weak structural environment of Korea's fishing villages; such a scheme has jeopardized the livelihood of fishermen who settle down in local fishing harbors. Against this backdrop, the government is attempting to positively respond to changes in the fishing environment in a number of different ways: promotion of fishing tourism, fishing harbor reinforcement in function, developing fishing villages, and harbors. With respect to investment by priority in fishing harbor development, it is very important to appropriately select investment targets based on objective criteria. A small number of harbors are chosen and investment plans by harbor are systematically devised, economic feasibility and the effects of investment are analyzed and reviewed in relation to each target harbor. This paper is designed to review and assess objective evaluation methods and the degree of importance for the designation of target harbors, dealing with local harbors in Chung Nam Do as a model. Each local government has tried to reorganize existing harbors and develop new harbors, considering a fall in the number of fishing vessels and the expansion of maritime leisure activities. In order to overcome the limit of existing harbors in function, to raise the income of fishermen, and to activate tourism, they have shifted their focus from simple functions such as vessel evacuation and anchoring to harbor beautification, which can work as a basis for fishing tourism. This paper points out that the AHP analysis method for prioritizing local harbors in Chung Nam Do should help to be chosen target harbors in other cities and provinces. Each local government has attempted to reorganize existing harbors and to develop new harbors, taking into consideration the decline in the number of fishing vessels and the expansion of maritime leisure activities. In order to overcome the limited number of functional harbors, to raise the income of fishermen, and to boost tourism, they have shifted their focus from simple functions, such as vessel evacuation and anchoring, to harbor beautification, which can work as a basis for fishing tourism. This paper shows that the AHP analysis method for prioritizing local harbors in Chungcheongnam-do could aid in the effective selection of target harbors in other cities and provinces.

• 한국치위생학회지
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• 제11권1호
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• pp.95-101
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• 2011

Objectives : Children who are users of local children's centers are mostly in the lower income brackets or raised by single parents or grandparents. Their parents are usually careless about them, or they are placed in tough environments. Specifically, they are unlikely to be taught at home to brush their teeth on a regular basis. The purpose of this study was to examine the oral health education experiences of teachers at local children's centers and the reality of oral health care provided by them to children, and to pave the way for the development of collaborative oral health education programs by local children's centers and local communities. Methods : The subjects in this study were teachers who worked at 158 local children's centers located in Gyeongnam Province. Each teacher was asked to fill out the given a questionnaire at the centers. The survey was conducted by phone or in person from February 26 to April 1, 2009. The collected data were analyzed with SPSS 15.0 program, and statistical data on frequency and percentage were acquired to find out the general characteristics of the teachers. And crosstabulation was utilized to look for connections between oral health education experiences and actual oral health care. Results : At the 158 local children's centers, 21 teachers had ever learned about oral health education to provide children with that, and 137 teachers hadn't. The local children's centers that the former worked for had more interest in dental caries, and those centers had children do toothbrushing more than the other centers at which the latter served. Conclusions : It seems that local children's centers and local communities should make concerted efforts to develop joint education programs.

• 한국건설관리학회논문집
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• 제5권3호
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• pp.114-119
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• 2004

도로는 지역경제의 성장과 지역간 연결성 그리고 생활환경의 질을 높이는데 기여하는 사회 간접자본 시설이다. 현재 우리나라는 도로와 같은 사회 간접자본 시설의 증가가 특정 지역에 편중되어 있어 지역간 큰 불균형을 이루고 있다. 또한, 일부지역에서는 지역경제 성장의 근간이 되는 도로의 부족으로 인해 대기업 및 중소기업들이 지역 내 투자를 꺼려해 지방세수입의 감소 및 지역의 산업, 경제발전과 지방재정자립도의 부실 등 지방경제재정 전반이 취약한 실정이다. 한편, 중앙집권시대에서 지방 분권화 시대로 넘어가면서 지방 사회 간접자본 시설 확충에 대해 국토의 전반적인 개발을 우선시하는 균형화 개발보다는 기존의 경제적 규모에 의한 개발정책이 우선시 되어 지역간의 경제적 격차를 고착화시키고, 나아가서는 지역적 부의 차이가 교육, 사회, 문화, 예술 등 전반적인 삶의 질까지 차등화 하려는 조짐을 보이고 있다. 본 논문에서는 국토의 균형 발전과 지방경제 활성화를 위해 필요한 조건 가운데 하나인 도로건설을 중심으로 도로성장과 지역경제에 관한 분석을 시도하였다.

• 건축역사연구
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• 제31권2호
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• pp.7-18
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• 2022

This study discusses various conflict situations and unexpressed pathological potential in historical regions. In this regard, the issue of alienation of local people due to local identity was raised and the cause was investigated. It explains the structural origins of local alienation that occurred in the process of objectifying a region and forming its identity. The process of alienation of local residents of local identity identified in this paper was divided and explained in three stages: objectification of the region, symbolization of local identity, and religious materialism of local identity. In addition, in the process, the incorporation of the production mode of intellectual work, the separation of producers, and the loss of the subject-centered control ability over these products were pointed out as problematic situations. The study suggests to change the perception of the region and to restore the control of the local people through narrative in relation to this problematic situation. Thus, this thesis asserts that we need to have doubts about the justification for the public good and the basis of the resulting consensus, and that we should be constantly interested in the pathological signs of society around us.

• 전기학회논문지
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• 제61권1호
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• pp.135-142
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• 2012

In this paper, we proposed a new architecture called radial basis function-based polynomial neural networks classifier that consists of heterogeneous neural networks such as radial basis function neural networks and polynomial neural networks. The underlying architecture of the proposed model equals to polynomial neural networks(PNNs) while polynomial neurons in PNNs are composed of Fuzzy-c means-based radial basis function neural networks(FCM-based RBFNNs) instead of the conventional polynomial function. We consider PNNs to find the optimal local models and use RBFNNs to cover the high dimensionality problems. Also, in the hidden layer of RBFNNs, FCM algorithm is used to produce some clusters based on the similarity of given dataset. The proposed model depends on some parameters such as the number of input variables in PNNs, the number of clusters and fuzzification coefficient in FCM and polynomial type in RBFNNs. A multiobjective particle swarm optimization using crowding distance (MoPSO-CD) is exploited in order to carry out both structural and parametric optimization of the proposed networks. MoPSO is introduced for not only the performance of model but also complexity and interpretability. The usefulness of the proposed model as a classifier is evaluated with the aid of some benchmark datasets such as iris and liver.

• 한국비블리아학회지
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• 제24권2호
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• pp.129-150
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• 2013

지방의회 자료실은 지방의회 의원의 민주적 입법 및 의정활동을 지원하여 지역사회의 민주주의와 국리민복에 기여하고 있다. 전국 17개 광역 지방의회의 자료실은 자료수집과 입법정보서비스에서 지역마다 편차가 큰 것으로 조사되었다. 조사결과 의회자료실의 입법정보서비스 품질을 제고하기 위해서는, 첫째, 전국적인 의회자료 간 협력기구의 조직과, 둘째, 의회발간자료의 공유를 위한 협력시스템의 구축, 셋째, 저작권법과 국회도서관법의 관련조항 정비, 넷째, 디지털 방식으로 간행되는 의회자료 중심의 공동 활용, 다섯째, 전국 지방의회 자료실에 대한 국회도서관 입법정보서비스의 지원 확대 등이 필요한 것으로 요약되었다.

• 한국조리학회지
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• 제21권5호
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• pp.109-118
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• 2015

본 연구의 목적은 Ajzen(1991)의 계획된 행동이론을 바탕으로 로컬 푸드를 구매와 관련한 기초적인 인지적 근거를 조사하는 것이다. 개방형 문항으로 이루어진 온라인 설문조사를 통해서 163명의 응답자로부터 자료를 수집하였으며, 수집된 로컬 푸드 구매와 관련한 소비자의 핵심적인 행동적 신념, 규범적 신념, 통제적 신념에 대한 자료를 분석하고 평가했다. 응답자들의 가장 핵심적인 행동적 신념은 지역경제 발전에 이바지함으로 나타났으며, 뒤를 이어 신선함, 식품의 원산지와 취급과정에 대한 지식, 환경혜택, 건강혜택으로 나타났다. 규범적 신념으로는 지역 사업가, 지역 농부, 가족, 지역민, 친구의 순으로 로컬 푸드 구매를 지지하는 것으로 나타났다. 반면, 로컬 푸드 구매와 관련한 장애물로는 불편한 로컬푸드 상점의 위치와 영업시간, 높은 가격, 상품의 제한성과 다양성, 구매처에 대한 제한된 지식등이 주로 거론되었다.