정주여건을 고려한 의사결정나무기법 활용 농촌지역 유형화
Typical Classification of Rural Area Considering Settlement Environment by Decision Tree Method
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The objective of this study is to classify the types of rural areas (138 si･gun) considering settlement environment by Decision Tree Method (CHAID). The CHAID method was used for decision tree algorithm and the seven dependant variables and 5 explanatory variables were selected, respectively. Bydecision tree method, rural areas were finally classified into six groups through three separate processes. City area, lower area in aging rate and higherarea in farmland area ratio was analyzed to be relatively rich rather than other area in the case of settlement environment index. In the future, this studywill be able to utilize as a reference to the planning of rural development projects.
Abstract
The objective of this study is to classify the types of rural areas (138 si･gun) considering settlement environment by Decision Tree Method (CHAID). The CHAID method was used for decision tree algorithm and the seven dependant variables and 5 explanatory variables were selected, respectively. Bydecision tree method, rural areas were finally classified into six groups through three separate processes. City area, lower area in aging rate and higherarea in farmland area ratio was analyzed to be relatively rich rather than other area in the case of settlement environment index. In the future, this studywill be able to utilize as a reference to the planning of rural development projects.
참고문헌 (32)
- 배웅규, "농촌마을 유형에 따른 거주환경 분석과 만족도 연구", 농촌계획, 20(3), pp.165~177 (2014), 한국농촌계획학회[DOI]
- Choi, M. H, "Effectiveness analysis of rural on-site forum by rural amenity resources and the types of characteristic rural village", Master, pp.2015
- 최민화, "색깔마을 유형과 어메니티자원에 따른 농촌마을 현장포럼 효과 분석", 농업생명과학연구, 49(5), pp.311~319 (2015), 농업생명과학연구원[DOI]
- Do, J. W, "An Analysis of Residents’ Satisfaction on the Comprehensive Rural Village Development Project by Investment Types", Master, pp.2013
- Im, S. B, "The Classification and Problem Analysis of Rural Villages Based on the Ecological and the Cultural Resources", Korean Society of Rural Planning, 8(1), pp.77~84 (2002)
- Jang, T. J, "A Study on the Spacial Characteristics Based on the Typical Classification of the Rural Areas", Journal of the Architectural Institute of Korea Planning and Design, 14(4), pp.69~80 (1998)
- Ka, S. H, "A Study on the Classification of Rural Villages Case for Rural Development Planning: The Case of Jeonbuk province", Master, pp.2014
- 가순호, "한국 농촌마을의 유형화에 관한 연구 전라북도 지역을 중심으로", 국제지역연구, 18(1), pp.533~559 (2014), 국제지역학회
- 김안나, "농촌출신 대학생 학자금융자 수요 집단의 세분화와 특성 분석", 교육사회학연구, 16(1), pp.51~75 (2006), 한국교육사회학회
- Kim, C. H, "Development and Policy Applications of Indicators for Identifying Rural Problems", The Korea Spatial Planning, pp.38~ (2007)
- The Inter-Rural Comparative Analysis on Regional Uniqueness and Policy Implications, "Kim, C. H", Korea Research Institute For Human Settlements, ~ (2006)
- 김대식, "농촌마을단위의 정주환경진단지표 개발", 농촌계획, 16(3), pp.27~41 (2010), 한국농촌계획학회
- 김한수, "경관지수를 활용한 농촌마을 유형분류: 경관생태학적 접근", 농촌계획, 17(3), pp.1~13 (2011), 한국농촌계획학회
- Kim, J. H, "Classification of Rural Village of Eum-Seong Gun by Amenity investigation base on village", Proceedings 2005 Annual Conference KSAE (2005)
- 김승희, "과소화 농산촌지역의 정주여건 실태분석에 관한 연구－ 강원도 춘천시 남면·북산면 사례를 중심으로 －", 주거환경, 12(3), pp.57~69 (2014), 한국주거환경학회
- 김성학, "산촌생태마을 유형별 주민 보완 요구 및 기대 효과 분석", 농촌계획, 19(1), pp.71~80 (2013), 한국농촌계획학회[DOI]
- Kim, Y. T, "Indicators System for Grading of Development Potentials by Rural Village Types", Ph. D’s, pp.2014
- 김영택, "농촌마을의 유형 구분을 위한 평가지표의 중요도 분석 연구", 농촌계획, 20(3), pp.121~130 (2014), 한국농촌계획학회[DOI]
- 김영택, "농촌마을 유형별 평가지표체계 구축", 농촌계획, 20(1), pp.37~49 (2014), 한국농촌계획학회[DOI]
- Ko, Y. B, "Typical Development Models for Revitalization of Rural Market Towns", Ph. D’s, pp.2009
- Study of Development and Application about Rural Village Classification Index, "Korea Research Institute for Local Administration", ~ (2013)
- A Study on the Classification Criteria and Development Directions of Rural Areas in Korea, "Korea Rural Community and Agriculture Corporation (KRC)", ~ (2007)
- Kwon, J. Y, "An Ability Education Needs Analysis of Village Development the Rural Village Types", Master, pp.2015
- 이동근, "농촌경관 보전 및 관리를 위한 경관자원 분류 및 평가에 관한 연구 -농촌마을종합개발사업을 중심으로-", 농촌계획, 11(3) (2005), 한국농촌계획학회
- Lee, J. H, "An Analysis of Comprehensive Rural Clustered Community Development Program about Types of Rural Community", Master, pp.2008
- Lee, S. H, "Classification of Rural Area by Maul", Korea Agricultural Economics Association, 36(2), pp.139~143 (1995)
- 이상호, "삶의 질 지표에 기반한 농어촌 지역별 유형분류 및 요인분석", 농촌경제, 31(4), pp.33~48 (2008), 한국농촌경제연구원
- Park, C. S, "Investigation of Its Characteristics and Classification of the Village Type for the Korean Rural Village Planning", Korea Planning Association, 103, pp.61~69 (1999)
- 박희창, "의사결정나무 기법을 이용한 사회지표조사 자료 분석", Journal of The Korean Data Analysis Society, 7(3), pp.773~783 (2005), 한국자료분석학회
- 성주인, "지역유형 구분과 농촌지역의 유형별 특성", 농촌경제, 26(2), pp.1~22 (2003), 한국농촌경제연구원
- Song, M. R, "Application of Service Standard in Rural Area for Improving Life Quality", Korea Rural Economic Institute, ~ (2014)
- 임석회, "농촌지역의 유형화와 특성 분석", 한국지역지리학회지, 11(2), pp.211~232 (2005), 한국지역지리학회