Lab Members

Spatiotemporal Data Science Laboratory (STDS)

Lab Intro.:
Dr. Chun-Hsiang Chan established the 'Spatiotemporal Data Science Laboratory (STDS)' in January 2023. We aim to leverage vast amounts of spatiotemporal data analysis and artificial intelligence techniques to study the diverse impacts of human mobility on Human Dynamics, contributing to the realization of the United Nations' Sustainable Development Goals. The focus involves dissecting urban population flow networks and cross-border migration networks to understand their spatiotemporal flow characteristics. These findings are applied to various issues such as travel demand forecasting and planning, mental health, and social media marketing. Moreover, the lab is dedicated to leveraging artificial intelligence to develop new technologies and algorithms. It aims to analyze spatiotemporal features within various big data sets, providing decision-makers with insightful information, solving practical problems, and expediting existing analytical processes. This includes areas such as smart disaster prevention, vehicle-to-everything (V2X), smart cybersecurity, and clinical medicine research (osteoporosis and emergency medicine). We welcome all students and people interested in interdisciplinary data science to join us!


Research Assistant
陳立恆 (Li-Heng Chen)

  • 國立臺灣大學地理環境資源學系 碩士
  • 國立臺灣大學統計學碩士學位學程 碩士
  • Projects: Cybersecurity AI
  • Research Interests: Spatial Data Science, Spatial Temporal Analysis, MAUP, Classification Algorithm
  • Email: liheng.stat@gmail.com

  • 2Y Master | 智慧運算與大數據碩士班
    柏安華 (Baron Po)

  • 逢甲大學企業管理學系 學士
  • Projects: Reveal the Global and Regional Impacts of World Events on CPI through Global Trade Network Properties
  • Research Interests: FinTech & Financial Analysis
  • Email: baronpo97@gmail.com

  • 2Y Master | 智慧運算與大數據碩士班
    温芸歆 (Yun-Xin Wen)

  • Projects: Urban Human Mobility Forecasting with Multimodal Transportation by Using Graph Neural Network with Heterogeneous Factors
  • Research Interests: Data Science, Graph Neural Network, Urban Mobility & Cybersecurity AI
  • Email: yunxin108@gmail.com

  • 2Y Master | 智慧運算與大數據碩士班
    羅千壹 (Chien-Yi Lo)

  • Projects: Using Graph Generative Adversarial Networks for Forecasting Metro Passenger Flow
  • Research Interests: Data Science, Graph Neural Network, Urban Mobility & Cybersecurity AI
  • Email: zxc19971215@gmail.com

  • 3Y Undergrad. | 電機資訊學院學士班
    鄭祐昀 (You-Yun Zheng )

  • Projects: Spatio-Temporal Deep Learning for Urban Mobility: Traffic and Pedestrian Flow Prediction with MRT Data
  • Research Interests: Web Development, Automation, Cybersecurity AI & Open Source
  • Email: s11020126@cycu.edu.tw

  • 3Y Undergrad. | 電機資訊學院學士班
    葉柏榆 (Ian, Pu-Yu Yeh)

  • Projects: DRPT: A new technique for evaluating the robustness of synthetic data based on a box-counting algorithm
  • Research Interests: Cybersecurity AI, Cryptography & Financial Engineering
  • Email: ian920806@gmail.com

  • 3Y Undergrad. | 電機資訊學院學士班
    楊善茵 (Shan-Yin Yang)

  • Projects: Determining the Global Epidemic Prevention Zone for Targeting Potential High-risk Origin Countries Through Global Aviation Network: A Case Study of the COVID-19 Pandemic
  • Research Interests: Airport Network, IC Design, Artificial Intelligence & Data Science
  • Email: shanyin0102@gmail.com

  • 3Y Undergrad. | 電機資訊學院學士班
    鄭伊珈 (Yi-Chia Cheng)

  • Projects: Characterizing the Population Flow Patterns After the 2023 Turkey-Syria Earthquake
  • Research Interests: Urban Mobility, Semiconductor & Data Science
  • Email: selena1108666@gmail.com

  • 1Y | Taipei First Girls High School
    陳知微 (Zhi-Wei Chen)

  • Projects: Gravitational Wave Detection Via Deep Learning Approach
  • Research Interests: Artificial Intelligence, Gravitational Wave
  • Email: zhiwei.kiwwychen@gmail.com