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Hi there! I'm Hyuna👋

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🏆 Awards

  • [2023.07] 한국지식정보기술학회(KKITS) 춘계학술대회 융복합우수논문상
  • [2023.09.26] 제 19회 한성공학경진대회 동상

📝 Paper

💻 Project

리뷰 기반 상품 정보 제공 챗봇 서비스 (MURERbot) �MURERbot
  • MURERbot은 사용자에게 대화형 인터페이스를 통해 상품 정보, 상품 리뷰 요약, 리뷰 기반의 상품 추천 서비스를 제공합니다.
  • 개발 기간 : 2023.01 ~ 2023.09
  • 핵심 기술
    • SBERT와 Cosine-Similarity를 이용한 사용자 시나리오 판단
    • 실시간 크롤링과 FastText를 통한 상품 정보 제공
    • TextRank를 이용한 리뷰 요약본 제공
    • GRU를 이용한 리뷰 주제 판단
    • BERT for Sequence Classification을 이용한 리뷰 감성 분류
    • Cosine-Similarity를 이용한 상품 추천
  • 담당 기술
    • BACKEND
      • Flask 기반 Backend 서버 개발
      • DB 설계 및 구축
      • 실시간 크롤링과 FastText를 통한 상품 정보 제공 기능 구현
      • TextRank를 이용한 리뷰 요약본 제공 기능 구현
    • 모델 학습
      • 리뷰 감성을 긍정/부정/중립 중 하나로 분류하는 BERT for Sequence Classification 모델 학습

📚 Tech Stack

🌲 used at least once


📖 Currently Studying 📖

👩‍💻 My Github & Baekjoon 👩‍💻

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doldung's Projects

algorithm_study icon algorithm_study

This is a auto push repository for Baekjoon Online Judge created with [BaekjoonHub](https://github.com/BaekjoonHub/BaekjoonHub).

knowyourself icon knowyourself

익명의 속마음 전달 모바일 어플리케이션

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