Jiwon Son

Ph. D. Candidate, Computer Science Department, Hanyang University, Seoul, Korea

Contact

Email

Research Interests

  • Social Network Analysis
  • Data Mining
  • Traffic Navigation Systems
  • Spatio-Temporal Analysis
  • Recommender Systems

Publications

1 International Conference Paper

  • Junho Song, Jiwon Son, Dong-hyuk Seo, Kyungsik Han, Namhyuk Kim, and Sang-Wook Kim, “ST-GAT: A Spatio-Temporal Graph Attention Network for Accurate Traffic Speed Prediction,” In Proc. of the 31st ACM Int’l. Conf. on Information and Knowledge Management (ACM CIKM 2022), pp.4500–4504, Atlanta, GA, USA, Oct. 17-21, 2022 (short paper).

1 International Journal Paper

  • Yeon-Chang Lee, Jiwon Son, Taeho Kim, Daeyoung Park and Sang-Wook Kim, “Exploiting Uninteresting Items for Effective Graph-Based One-Class Collaborative Filtering”, Journal of Supercomputing, Vol. 77, No. 7, pp. 6832-6851, July 2021.

2 Domestic Conference Papers

  • 손지원, 송준호, 김남혁, 김태헌, 박성환, 김상욱, “교통 속도 예측을 위한 강수량 데이터 분석,” KIPS 춘계학술대회 2021, pp. 308-309-, 온라인개최, 2021년 5월 14-15일.
  • 손지원, 송준호, 김남혁, 김태헌, 박성환, 김상욱, “딥 러닝을 이용한 다중 도로구간 속도 예측,” KIPS 추계학술대회 2020, pp. 883-885, 온라인개최, 2020년 11월 6-7일.”

1 Domestic Patent

  • 김상욱, 송준호, 손지원, 서동혁, 교통속도 예측 장치 및 그 방법, 출원번호: 10-2022-0130688