Human-AI Interactions and Visualization

휴먼-AI 인터랙션 및 시각화 연구실

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휴먼-AI 인터랙션 및 시각화 연구실

Human-AI Interactions, Visual Analytics, Deep Learning, Traffic and Mobility AI, AI+HCI

Major research field

Human-AI Interactions, Visual analytics, Information Visualization, Deep Learning, AI+HCI

Desired field of research

Deep Learning, Visualization

Research Keywords and Topics

• Human-AI Interaction Techniques
• Design of human-centered visualization techniques and systems for analyzing big data
• Human factors on visual data analysis (Visual Bias, Visual Working Memory)

Research Publications
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Seungmin Jin, Hyunwook Lee, Cheonbok Park, Hyeshin Chu, Yunwon Tae, Jaegul Choo, and Sungahn Ko**
A Visual Analytics System for Improving Attention-based Traffic Forecasting Models (2023)
IEEE Transactions on Visualization and Computer Graphics (TVCG), 29(1), Pages 1102-1112

Cheonbok Park, Chunggi Lee, Hyojin Bahng, Taeyun Won, Kihwan Kim, Seungmin Jin, Sungahn Ko*, Jaegul Choo*
STGRAT: A Spatio-Temporal Graph Attention Network for Traffic Forecasting (2020)
ACM International Conference on Information and Knowledge Management (CIKM), pages 1215-1224

Chunggi Lee, Sanghoon Kim, Dongyun Han, Hongjun Yang, Young-Woo Park, Bum Chul Kwon, Sungahn Ko**,
GUIComp: A GUI Design Assistant with Real-Time, Multi-Faceted Feedback (2020)
ACM Conference on Human Factors in Computing Systems (CHI) , Pages 1-13

Patents

고성안, 이충기, 모바일 환경에서 그래픽 유저 인터페이스 디자인을 보조 하는 방법 및 장치, 출원일: 2019/1/4, 10-2019-0001190, 등록일: 2021/3/3, 등록번호: 10-2225356

고성안, 이경한, 한윤하, 저지연 증강현실 시스템을 위한 점진적 데이터 처리 기술, 출원일: 2019/11/28, 10-2019-0155582, 등록일: 2021/6/4, 등록번호: 10-2263633

고성안, 이충기, 도로 교통 정체 탐사, 모니터링 및 예측을 위한 대화형 시각화 분석 시스템, 등록일 2020/6/23, 등록번호 10-2127639, 출원일: 2018/7/10, 10-2018-0079727