About me

Dan-Bi Cho

Dept. of Computer Science

Kookmin University

Seoul, Republic of Korea

daanv319@kookmin.ac.kr

 

• Undergraduate major: Bigdata Analytics Business Statistics at Kookmin University.
• Master's major: Natural Language Processing lab of Computer Science at Kookmin University, advised by Prof. Seung-Shik Kang.
• LinkedIn address: www.linkedin.com/in/danbi-cho-265009195/

Introduce

I'm interested in data analysis, natural language processing, and artificial intelligence (Machine learning and Deep learning). My major is Bigdata Analytics Business Statistics. And I'm currently studying natural language processing in computer science. I want to improve my ability while having experience in various fields. I think it's important to do well, but it's more important to try. The effort is the best way to develop the ability. So, I always try to gain a lot of experience in various fields.

 

Publications

Journal

1. Danbi Cho, Hyunyoung Lee, Wonjae Lee, and Seungshik Kang, "Detecting Anomalous Kicks in Taekwondo with Spatial and Temporal Features," in IEEE Access, Vol. 9, pp. 164928-164934, Dec. 2021 [SCI]
2. Danbi Cho, Hyunyoung Lee, and Seungshik Kang, "Multi-channel Long Short-Term Memory with Domain Knowledge for Context Awareness and User Intention," In Journal of Information Processing Systems (JIPS), Vol. 17, No. 5, Oct. 2021. [SCOPUS]
3. Danbi Cho, Hyunyoung Lee, and Seungshik Kang, "An Empirical Study of Korean Sentence Representation with Various Tokenizations," In Journal of Electronics, Special Issue: Selected Papers from International Conference on Smart Media and Applications (SMA 2020), Vol. 10, No. 7, April. 2021. [SCI] (IF: 2.42)
4. 조단비, 이현영, 정원섭, 강승식, "부분 단어 토큰화 기법을 이용한 뉴스 기사 정치적 편향성 자동 분류," In Journal of KIPS Transactions on Software and Data Engineering(KTSDE), Vol.10, No.1, Jan. 2021. [KCI]

International Conference

1. Danbi Cho, Hyunyoung Lee, and Seungshik Kang, "Subword-based Sentence Representation Model for Sentiment Classification," in Proceedings of the 9th International Conference on Smart Media and Applications (SMA2020), Sep. 2020. [Best Paper]

Domestic Conference

1. 조단비, 이현영, 이원재, 강승식, "기계 학습 기반의 태권도 경기의 변칙 발차기 탐지," in Processing of the Korea Computer Congress 2021 (KCC2021), Jun. 2021.
2. 조단비, 이현영, 강승식, "대용량 말뭉치를 이용한 보이스 피싱 상황인식," in Proceedings of the Korea Software Congress 2020 (KSC2020), Dec. 2020.
3. 조단비, 이현영, 강승식, "LSTM을 이용한 태권도 경기의 변칙 발차기 탐지 연구," in Proceedings of the Korea Information Processing Society Fall Conference 2020 (KIPS2020), Nov. 2020.
4. 김택현, 조단비, 이현영, 원혜진, 강승식, "BERT 언어 모델을 이용한 감정 분석 시스템," in Proceedings of the Korea Information Processing Society Fall Conference 2020 (KIPS2020), Nov. 2020.
5. 김택현, 조단비, 손성환, 강승식, "N-gram 언어 모델을 이용한 드라마 각본 생성," in Proceedings of the 11th Workshop on Convergent and Smart Media Systems (CSMS2020 workshop), Aug. 2020.
6. 원혜진, 조단비, 이현영, 강승식, "문서 클러스터링을 이용한 드라마 장르별 키워드 분석," in Proceedings of the 11th Workshop on Convergent and Smart Media Systems (CSMS2020 workshop), Aug. 2020.
7. 조단비, 이현영, 강승식, "SentencePiece 토크나이저와 부분단어 임베딩 기법을 이용한 비형식적 텍스트의 감정 분석," in Proceedings of Korea Computer Congress 2020 (KCC2020), Jul. 2020.
8. 조단비, 이현영, 박지훈, 강승식, "형태소 임베딩과 SVM을 이용한 뉴스 기사 정치적 편향성의 자동 분류," in Proceedings of the Korea Information Processing Society Spring Conference 2020 (KIPS2020), May. 2020.
9. 조단비, 강승식, "보이스 피싱 행동 패턴 분석을 통한 상황 인지 및 사용자 의도 파악 시스템," in Proceedings of the Korea Information Processing Society Fall Conference 2019 (KIPS2019), Nov. 2019.
10. 조단비, 이현영, 강승식, "결정트리 회귀 모델을 이용한 뉴스 기사의 신뢰도 추정," in Proceedings of the 10th Workshop on Convergent and Smart Media Systems (CSMS2019 workshop), Aug. 2019.