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Recommendation-Algorithm

🍒 TimeBank 플랫폼 도입을 위한 파트너 추천 알고리즘입니다.

  • 거래활동 데이터를 기반으로 데이터분석 및 봉사 파트너 추천 알고리즘 개발

  • '히스토리 기반 타임뱅크 봉사 파트너 추천 알고리즘' 주제로 KCSE 2022 논문 등재

Feature

  • 추천 Score를 산정하는 코드 자동화 (5472번 컴파일 -> 1번 컴파일)
  • 데이터 전처리 자동화
  • History based 적용, 정확도/결과 정리
  • Collaborative Filtering 적용, 정확도/결과 정리
  • Matrix Factorization 적용, 정확도/결과 정리
  • 정확도 검증 자동화

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