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논문 기본 정보

자료유형
학술저널
저자정보
송영인 (고려대학교) 김세용 (고려대학교)
저널정보
한국주거학회 한국주거학회논문집 한국주거학회논문집 제35권 제2호
발행연도
2024.4
수록면
55 - 68 (14page)

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초록· 키워드

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To promote balanced regional development, public institutions located in the metropolitan area were relocated to local areas to construct Innovation Cities. However, the settlement environments in Innovation Cities are inadequate, resulting in low rates of family immigration and expressed dissatisfaction. To improve settlement environments, providing high-level community infrastructures is necessary, but there are limitations to establishing all services requiring a considerable market size within the innovation city. This study aims to explore improvement measures for the settlement environments to promote symbiotic relationships between innovation cities and surrounding areas, focusing on an innovation city located in a small and medium-sized city. It is based on the analysis of purpose-specific traffic volume using big data and surveys on resident satisfaction and use of surrounding cities. To achieve this, after identifying the surrounding influence areas of the innovation city, multiple regression analysis and correlation analysis were conducted to analyze the impact relationship between satisfaction with the community infrastructures of the innovation city and the use of neighboring cities. Various methods such as deep learning and empirical analysis were utilized to find ways to improve the settlement environments of the innovation city, proposing a systematic approach by considering various aspects in connection with neighboring areas.

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ABSTRACT
I. 서론
II. 선행연구 분석
III. 연구방법
IV. 빅데이터를 활용한 목적별 통행량 분석
V. 정주 환경 인식 실증 분석
VI. 결론 및 시사점
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