- 군집 특성에 따른 사용자 맞춤 관광지 추천 사이트
- 23.10.23 ~ 23.11.20
- React
Java 11
Python
- IDE : STS 4.19.0
- Framework : Springboot (2.7.17)
- Database : MySQL (8.0.33)
- ORM : JPA
- 2022 ~ 2023년 부산 외국인 관광객 방문 수와 추정치
- 부산 주요 관광지별 외국인 방문객 수 상위 TOP5
- 과거 관광지 외국인 방문객 비율
- 관광지별 소비금액
- 외국인 관광객 분포
- 데이터 전처리
- 모델 선택
- 주요 변수추출
- 군집 분석
- 관광지 추천을 위한 특성(연령대, 방문 시 고려 요인, 일일 예산, 방문 계절)
- 특성에 맞는 다양한 관광 명소 및 숙소 추천
- 가장 만족했던 활동으로 사용자 맞춤 관광 명소 추천
- 링크를 통해 관광지 상세정보 및 숙소 예약 사이트
![](https://private-user-images.githubusercontent.com/99549882/285078690-dfda3d38-7b36-4bc4-b978-45bd15a2c6fd.gif?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjE0Njk0NzUsIm5iZiI6MTcyMTQ2OTE3NSwicGF0aCI6Ii85OTU0OTg4Mi8yODUwNzg2OTAtZGZkYTNkMzgtN2IzNi00YmM0LWI5NzgtNDViZDE1YTJjNmZkLmdpZj9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNDA3MjAlMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjQwNzIwVDA5NTI1NVomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTljM2YyZDAxZjFhNGU5YzZiYmM5NjFiNDQ0MjgxYjA0OTRjNTllODFhNzRjMDVkOTk5Nzg5NTdlZmYwZjBlZjUmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0JmFjdG9yX2lkPTAma2V5X2lkPTAmcmVwb19pZD0wIn0.-iUz37G8n8yGXBS_qYM-GqSgrjm3pQcgt_KJvVigDWw)
![](https://private-user-images.githubusercontent.com/99549882/285079281-48a89a53-ebf6-430c-a7b8-1f5010b07bac.gif?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.J8iRtH6XISzIXOqZwqbEyX49VCRNlPjLj4EyxgeuMdw)
![](https://private-user-images.githubusercontent.com/99549882/285079611-54f703f0-ae57-413c-84eb-06a52db3c6d2.gif?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.bpa3eqccXPSpQCi3lWSaE9pLgdrbOUAFz9ZtfeszM8M)
![](https://private-user-images.githubusercontent.com/99549882/285079723-8c10fa92-5cc5-4f3c-97e7-ac407050e1b4.gif?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.4LubVBxcgn4ls3PiHaNXn-QTz7Acu7tYJ0m-2KWrbPI)