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상업용 건물 매매가격 추정 및 가치평가 - 강남구를 중심으로 -Estimating and Valuing Commercial Building Sales Prices - Focused on the Gangnam-gu -
- Other Titles
- Estimating and Valuing Commercial Building Sales Prices - Focused on the Gangnam-gu -
- Issue Date
- Oct-2019
- Publisher
- 대한건축학회
- Keywords
- 부동산 매매가격; 데이터 분석; 회귀분석; 머신러닝; Real Estate Sale Price; Data Analysis; Regression Analysis; Machine Learning
- Citation
- 대한건축학회 2019년도 추계학술발표대회논문집, v.39, no.2, pp.100 - 101
- Indexed
- OTHER
- Journal Title
- 대한건축학회 2019년도 추계학술발표대회논문집
- Volume
- 39
- Number
- 2
- Start Page
- 100
- End Page
- 101
- ISSN
- 2287-5786
- Abstract
- The purpose of this study is out of the existing research on residential real estate, and to predict and value the transaction price of commercial real estate through machine learning. For the purpose of forecasting the data, commercial real estate sales price data and building information data by purpose are collected and organized. The dependent and independent variables were divided and the commercial building sales price was predicted using the simple regression tree among the machine learning techniques. The predicted results were used to compare the existing prices and the value of the price of a commercial building was evaluated.
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Collections - 서울 공과대학 > 서울 건축학부 > 1. Journal Articles
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Related Researcher
- Jun, Han jong
- COLLEGE OF ENGINEERING (SCHOOL OF ARCHITECTURE)