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인공지능 기반 부동산 가격 추정 웹 서버 구현
Artificial intelligence-based real estate price estimation Web server implementation
- 김선욱;
- 지승열;
- 전한종
초록
The purpose of this study is to implement an artificial intelligence-based real estate price estimation web using Tensorflow.js. Public data was used for data analysis, and insufficient data was collected using Web crawling techniques. An artificial neural network-based regression analysis is conducted to estimate the sale price of apartments. The analysis process and result data were visualized and presented. As a result, users were able to analyze data using deep learning without expertise and extract analysis process and result data.
키워드
텐서플로우.; 인공지능; 딥러닝; 빅 데이터; 웹 크롤링; 회귀분석; Tensorflow; Artificial Intelligence Deep Learning; Big Data; Web-Crawling; Regression Analysis
- 제목
- 인공지능 기반 부동산 가격 추정 웹 서버 구현
- 제목 (타언어)
- Artificial intelligence-based real estate price estimation Web server implementation
- 저자
- 김선욱; 지승열; 전한종
- 발행일
- 2020-10
- 유형
- Proceeding
- 저널명
- 대한건축학회 2020년도 추계학술발표대회논문집
- 권
- 40
- 호
- 2
- 페이지
- 209 ~ 212