한국농공학회논문집 (Journal of The Korean Society of Agricultural Engineers)

  • 제58권6호
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  • Pages.79-92
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  • 2016
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  • 1738-3692(pISSN)
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  • 2093-7709(eISSN)
한국농공학회 (The Korean Society of Agricultural Engineers)
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정주여건을 고려한 의사결정나무기법 활용 농촌지역 유형화

Typical Classification of Rural Area Considering Settlement Environment by Decision Tree Method

  • Bae, Seung-Jong (Institute of Green Bio Science and Technology, Seoul National University) ;
  • Kim, Dae-Sik (Department of Agricultural Engineering, College of Agricultural & Life Sciences, Chungnam National University) ;
  • Eun, Sang-Kyu (Institute of Green Bio Science and Technology, Seoul National University)
  • 투고 : 2016.09.26
  • 심사 : 2016.10.24
  • 발행 : 2016.11.30
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초록

The objective of this study is to classify the types of rural areas (138 $si{\cdot}gun$) 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. By decision tree method, rural areas were finally classified into six groups through three separate processes. City area, lower area in aging rate and higher area 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 study will be able to utilize as a reference to the planning of rural development projects.

키워드

참고문헌

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