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논문 기본 정보

자료유형
학술저널
저자정보
김선재 (Hanyang University) 이수기 (Hanyang University)
저널정보
대한국토·도시계획학회 국토계획 國土計劃 第55卷 第7號(通卷 第253號)
발행연도
2020.12
수록면
5 - 20 (16page)
DOI
10.17208/jkpa.2020.12.55.7.5

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Despite the balanced regional development policy of the past decades, the concentration of population in the Seoul metropolitan area has intensified, resulting in various urban problems such as housing shortages and real estate speculation. In addition, there has been growing demand for a pleasant residential environment throughout society. Recently, the Korean government initiated the third-generation new town development even though the second-generation new town development has not yet been completed. Many studies have sought to evaluate residential environment satisfaction for new town dwellers; however, conventional survey methods have critical limitations in terms of cost and sample size. In addition, few studies have been conducted to assess satisfaction with the residential environment of second-generation new towns. Therefore, this study analyzed the satisfaction with the residential environment and its determinants using web crawling and text mining of “ZIGBANG” online review data for second-generation new towns in the Seoul metropolitan area. The analysis results indicate that second-generation new town dwellers are more likely to be satisfied with natural green area, community park, and educational environment. In contrast, they are dissatisfied with transportation service and commercial facilities. This study thus extracted meaningful results through web crawling and text mining techniques applied to online review data regarding satisfaction with the residential environment. In addition, the results hold policy implications regarding improvements of the residential environment of second-generation new towns and provides valuable insights for the development of third-generation new towns.

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Abstract
Ⅰ. 서론
Ⅱ. 선행연구 고찰
Ⅲ. 분석자료 및 분석방법
Ⅳ. 분석결과
Ⅴ. 결론
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