공공주택지구 기업이전대책 수립을 위한 기업특성 및 기업이전의향에 관한 연구

• 영문명: A Study on the Characteristics of Company and the Intention for Company Relocation in Public Housing Development District - The Case of Development Projects on Namyangju Wangsug and Hanam Kyosan
• 발행기관: 한국주거환경학회
• 저자명: 박성용(Park, Seong Yong) 임홍상(Lim, Hong Sang) 김찬호(Kim, Chan Ho) 기서진(Ki, Seo Jin) 신상화(Shin, Sang Hwa) 정재우(Chung, Jae Woo)
• 간행물 정보: 『주거환경(한국주거환경학회논문집)』住居環境 제18권 제2호 (통권 제48호), 167~182쪽, 전체 16쪽
• 주제분류: 사회과학 > 지역개발
• 파일형태: PDF
• 발행일자: 2020.06.30

영문 초록

This research was intended to derive policy implications so that it could be used for the establishment of company relocation measures for the 3rd new town being promoted as a government policy. It was to examine the current status, characteristics of the company and the preferred intention for company relocation in Namyangju-Wangsuk and Hanam-Gyosan public housing districts among the 3rd new towns. The traditional statistical techniques of cross-analysis and machine learning algorithms were used to analyze the correlation between the factors of characteristics of the company and their preferred intentions for the relocation, and the results were compared. As a result of the comparative analysis, the Random Forests method of machine learning algorithms was evaluated as having excellent predictive performance. In addition, the correlation analysis showed that first, the transfer price was largely affected by sales and regions, indicating that the preferred transfer site price was different depending on the company s sales and location. Second, the relocation type is highly correlated with logistics, distribution companies and unregistered manufacturing industries that are not included in the list of company relocation measures under the Land Compensation Act. This indicates the need to clearly reflect the preference of those companies in establishing the company transfer measures. Third, the timing of the relocation was difficult to classify according to the specific characteristics of the company. This showed that company relocation measures should be established in advance in order for the company to determine the timing of the relocaton in accordance with the characteristics of the company.

목차

Ⅰ. 서 론

Ⅱ. 이론적 고찰

Ⅲ. 분석의 전제

Ⅳ. 분석결과

Ⅴ. 결 론

참고문헌

키워드

기업이전대책 기업이전유형 기계학습 카렛패키지 랜덤포레스트 Private company relocation measure Types of relocation Machine learning Caret package Random forests