• 한국경제지리학회지
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• 제25권1호
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• pp.183-201
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• 2022

주택가격을 정확히 추정하기 위한 많은 연구가 진행되어 왔다. 선행연구들은 주택의 고유 특성과 인근 지역 특성을 통제하는 계량경제모형을 활용한 분석이 많았다. 본 연구에서는 인공신경망 모형(ANN)을 활용하여 주택가격을 추정하였다. 딥러닝 기술의 장점은 변수 간의 복잡하고 비선형적인 특성을 모델링하고 데이터의 패턴을 인식할 수 있다는 것이다. 본 연구에서는 부동산 시장에서 공간적 분포도 패턴으로 인식할 수 있다는 가정하에 지리좌표를 설명변수로 ANN에 투입하였다. 선형회귀분석과 ANN 모형 간 비교 결과, 선형 모형 대비 ANN 모형의 설명력이 높았으며, 특히 ANN 모형은 지리좌표를 투입하였을 때 더 높은 정확도를 보여주었다. 또한 ANN 모형의 경우 지리좌표를 통해 모형 잔차의 공간적 자기 상관성이 크게 감소하였다는 점을 확인하였다. 이를 통해 ANN 모형의 패턴인식 능력을 활용하면 공간적 패턴을 학습시킴으로써 주택가격을 정확히 추정할 수 있음을 밝혔다.

• 한국주거학회논문집
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• 제24권1호
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• pp.33-40
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• 2013

This study has examined layout of communal outdoor space and welfare facilities in the nation's very first senior apartment complex in Segok-dong, Gangnam-gu that has been developed by Seoul City. In order for this space to play a role as a center of communication: 1) A center space of community should be created at the point of intersection of main moving lines of pedestrians. 2) Hierarchical area should be set up between main moving lines of walking and communal outdoor space. 3) It should be designed in a way to reflect demands of seniors and be accommodated their activities and behaviors. 4) It should be functionally connected to local infrastructure facilities so that it can promote social exchanges among seniors. Points to be considered in welfare facilities: 1) They should be placed at the center of the complex to provide convenience to all seniors. 2) Area of senior citizen center should be subject to flexible legal regulation in light of the unique characteristics of the Complex. 3) in case that welfare facilities are installed in the same space, intermediate space is required to alleviate collision between private space and public space. 4) Senior assistance facilities should put more emphasis on running programs that make good use of the space than on securing the space itself.

• 한국건설관리학회논문집
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• 제12권6호
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• pp.110-119
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• 2011

온실가스 과다 배출로 인한 지구 온난화 현상은 전 세계 기후변화 현상을 일으키고 있다. 국내 주거용 건축물에서 발생하는 온실가스는 전체의 약 10%를 차지하고 있고, 노후 공동주택이 점차 증가하고 있는 추세에 있다. 본 연구에서는 공동주택 유지관리 단계에서 에너지 사용량에 대한 지속적 체계적 관리를 수행하기 위한 기반을 구축하고자 한다. 이러한 모델 개발을 위한 연구 프로세스 및 방법은 다음과 같다. 첫째, 서울시 소재의 공동주택을 연구대상으로 설정하였고, 이러한 공동주택의 특성 및 가스 에너지 소비량에 대한 데이터를 수집하였다. 둘째, 통계적인 분석을 통해, 에너지 소비에 영향을 주는 주요 특성들을 선정하였고, 이를 기준으로 온톨로지 기반의 분류체계를 구축하였다. 셋째, 온톨로지 기반의 공동주택 분류체계를 근간으로 하는 에너지 사용량 예측모델을 개발하였으며, CBR, ANN, MRA, GA 등의 방법론을 적용하였다. 본 연구에서는 데이터 분석 및 예측을 위해 PASW (Predictive Analytics SoftWare) Statistics 18, Microsoft EXCEL, Prot$\grave{e}$g$\grave{e}$ 4.1 등의 프로그램을 활용하였다. 향후 본 연구에서 개발한 모델을 웹 기반 시스템으로 개발함으로써, 공동주택 에너지사용량을 지속적이고 체계적으로 관리할 수 있을 기반이 마련될 것이다. 또한, 정부, 지자체의 시설물 관리 담당자 및 공동주택 관리자로 하여금 명확한 근거자료를 기반으로 하여, 공동주택 단지별 적정수준의 에너지 소비량을 제시함으로써, 시설물의 개선여부를 결정할 수 있는 의사결정 지원모델을 개발하고자 한다.

• 한국항해항만학회지
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• 제35권5호
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• pp.393-400
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• 2011

워터 프런트에 있어서의 집합주택은 전면에 퍼지는 수역의 경관을 얻을 수 있어 사람들의 생활에 윤택이나 안락함 등을 가져다 준다. 그러나 시가지와는 다른 워터프런트만의 환경적 이점을 살릴 계획 수법이 확립되어 있다고는 말하기 어려운 것이 현상이다. 본 연구에서는 일본의 워터프런트(니시노미야하마와 비와코) 거주자를 대상으로 앙케이트 조사를 실시하여 친수 활동, 거주 환경 의식과 거주 선택 이유 등에 대해 비교 분석을 실시하였다. 그 결과 향후의 워터 프런트에 입지하는 집합주택 거주자들의 거주환경에 대한 의식과 거주선택이유의 상이점을 알 수 있었다. 또 각각의 워터프런트지역에서 염해나 해충에 대한 대책 등 지역환경 특성에 맞는 문제점을 경감 대책의 필요성과 수변에의 전망을 확보를 희망하고 있으며 "방의 넓이" "통풍" "전망 채광" "프라이버시의 확보"등 워터프런트에 입지하는 집합주택의 계획수립 시에 상기한 거주환경의 조성이 거주자들의 주거의식에 영향을 미치고 있음을 알 수 있었다.

• 한국주거학회논문집
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• 제23권2호
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• pp.37-46
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• 2012

Cities developed by prosperity of industrial activities are inflated due to the rapid influx of the urban population. In the process, their structure was reorganized with overall urban redevelopment methods. As the a results from the propulsion of overall redevelopment plan, the city environment exposed uniform urban landscapes, absence of sense of place for permanent abodes and other urban problems. At the beginning of the 21st century, people with introspections on the problems focused their attention on making their places attractive using their place's unique identity so that people could feel like to stay there for a long time. They tried to regenerate buildings and cities while still maintaining spatial and historical context of their living environment. This study looks into the regeneration of Shikumen Linong House as a fine example of such a redevelopment in order to provide with a practical resource for urban redevelopment plans in Korea. The study in the first content examines the formation processes of the city of Shanghai as the gateway of the modern China. In the second, it looks into the formation processes and characteristics of Shikumen Linong House in the Xintiandi complex between 1920 and 1930's. In the end, it analyses spatial and formational characteristics and the applied dwelling regeneration method for the of Shikumen Linong House in the Xintiandi complex.

• 한국디지털건축인테리어학회논문집
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• 제9권2호
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• pp.5-16
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• 2009

The importance of playground, which is a central place in the outdoor space scheme for apartment and in children's outdoor activity, is increasing. The stature and availability in playground may be varied according to connection between playground and outdoor space and to characteristics of outdoor space. The purpose of this study is to arrange basic data in guidelines of a planning for supporting children's development and for activating its use in the apartment housing. This study conducted the field survey and questionnaire research after selecting 4-case apartment complexes based on the relevant preceding research. The survey results are as follows. Children were recognizing and preferring the playground as the central space in outdoor play activity. Mothers were preferring outdoor space adjacent to playground. There were the most responses with saying that a mother takes to play with a child. Children responded that the use of playground and the rides are the outdoor activity that they do the most. And, it was surveyed that there is difference in dweller's using playground by apartment complex according to characteristics of a planning for outdoor space. Given being connected with square with segregation of pedestrian and vehicle and with the resting space, the availability in playground was the highest. The availability in playground, which has high connection with diversely outdoor space elements while having good accessibility to the apartment building, was surveyed to be high. Playground had high preference in case of being connected with waterfront and resting space, rather than green zone. Diverse environmental artifacts and decorative fence may become a visually stimulus source that can activate the use of playground.

• 한국주거학회논문집
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• 제13권5호
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• pp.1-8
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• 2002

Contemporary architecture shows complex aspects of various design in form and material. Such trends even change classical materiality and this concept is believed to be the background of current ideas - digital, information, imagination with paradigm. This study inquires the general concept of dematerial. In the process searching for the forming basic background this study understands the characteristic. With characteristics drawn in chapter three, this study show the present status of the architectural expressions in the contemporary house in Korea under its dematerialized situation. And like this, we know fur study about the relation between dematerialization and current architecture, still more Korean present condition.

• 한국주거학회논문집
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• 제15권4호
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• pp.1-8
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• 2004

This study assumes that though buildings have identical color of the outer walls, their colors and images make the difference according to neighboring environmental factors and visual range. Based on the assumption, it carries a quantitative analysis of physical and image difference, targeting colors of the outer walls of high-rise apartment buildings within apartment complex. As a result, it is identified that the outer colors of the buildings on the streetside of high-rise residential complexes are significantly different according to neighboring environmental factors and viewers' visual range. And, it is suggested that in planning colors of outer wall, colors should be arranged in consideration of color difference according to visual range.

• 한국주거학회논문집
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• 제15권3호
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• pp.1-9
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• 2004

In the late of 1990s, a super-high-rise residential started with the concept corresponding to a natural view, as the habitants' desire for spaciousness worked on an initiative factor. The appearance of the new style of residential form was encouraged and habitants' items desired were increased by the security of spaciousness for view. The purpose of this study is to understand spatial trans orientation through the plan type focusing the recent case study of super-high-rise and to interpretate spatial changes of residential space following it. For the case study, 20 apartments(or apartment complex) were selected from more than 25 storied super-high -rise located in Seoul and the metropolitan area. On the other hand, the objective facts about super-high-rise were cited in the results of the established studies and the selected cases were extracted from a catalogue and internet

• 한국실내디자인학회논문집
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• 제22호
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• pp.102-109
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• 2000

The purpose of this study is to understand various styles of Korean house living, up to the present, to identify apartment living as the main house living, and plan and propose the interior unit spaces for apartment house based on the analysis on living space. A survey study was conducted to deduce the traditional major life style and its changes along with favorable housing spaces. In conclusion, this study proposed the unit space planning requirements that satisfies the conceptual and interior elements for habitant's characteristics and preference according to major life style as follow; 1) As the Ahn-bang(master bed room) has been changed from traditional space concept, it is mainly used as private space for husband and wife, and its utilized period is mostly at night time, the back-arrangement of the Ahn-bang should be considered. 2) As the living room is central space in the apartment housing and has complex functions which is utilized as space for family gathering and guest reception similar to the Ahn-bang of the traditional house, it should secure more space and it is desirable to arrange the space as open type by combining the pathway area. 3) As for the kitchen/dining room, the kitchen should be isolated from external attraction and the space for storing and preparing traditional foods should also considered, and the dining room should be arranged as open type. This study also suggests that since the apartment housing must be an integrated environment for habitants which satisfy behavioral, physical and mental elements simultaneously, the unit housing space should be constantly analyzed in various ways to produce a housing space which meet both their changing major life style and the temporal environment.