UROP Research Mentor Project Submission Portal: Submission #1331
Submission information
              Submission Number: 1331
  Submission ID: 21251
  Submission UUID: 0ba13d04-8a4e-428c-a4c8-03dea47a99fa
      Submission URI: /urop-research-mentor-project-submission-portal
          Submission Update: /urop-research-mentor-project-submission-portal?token=xh7bMK8KGlHyzaeYWc9yugHrm_QvvYQNeRbsRSO8inE
      Created: Fri, 08/22/2025 - 03:59 PM
  Completed: Fri, 08/22/2025 - 03:59 PM
  Changed: Thu, 10/30/2025 - 10:47 AM
  Remote IP address: 69.254.218.229
  Submitted by: Anonymous
  Language: English
  Is draft: No
    Webform: UROP Project Proposal Portal
      Submitted to: UROP Research Mentor Project Submission Portal
    
          Research Mentor Information
Additional Research Mentor(s)
      
  
  
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          Overall Project Details
      
  
  
  Harnessing Large Language Models for Human Mobility Understanding and Prediction
  
  
  
  
      
  
  
  AI, Large Language Models, Human Mobility
  
  
  
  
      
  
  
  No
  
  
  
  
      
  
  
  2
  
  
  
  
      
  
  
  Open to all majors
  
  
  
  
      
  
  
  On FSU Main Campus
  
  
  
  
      
  
  
  No, the project is remote
  
  
  
  
      
  
  
  Partially Remote
  
  
  
  
      
  
  
  10
  
  
  
  
      
  
  
  Flexible schedule (Combination of business and outside of business. TBD between student and research mentor.)
  
  
  
  
      
  
  
  This project will utilize the language understanding and reasoning capabilities of LLMs for analysing human mobility data, especially during extreme weather conditions such as hurricanes. Understanding human mobility is very important since it can help with proactive intervention strategies such as emergency evacuation and resource allocation.
  
  
  
  
      
  
  
  literature review, data analysis, experiments with LLMs
  
  
  
  
      
  
  
  Python is required
  
  
  
  
      
  
  
  My mentoring goal is to encourage every student to learn something. Based on my previous mentoring experiences, I think all students are talented and my role as a teacher is to guide them to knock on the correct door. To this end, my mentoring philosophy concentrates on encouraging students to ask questions. I treat all students with respect and maintain academic fairness. In addition, I strive to create a friendly learning environment and make students feel comfortable and supported. I think students can improve their performance after they know what they do not know, and a very effective way is by asking questions, so I usually encourage students to ask questions.
  
  
  
  
      
  
  
  https://guangwang.me/#/home
  
  
  
  
      
  
  
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UROP Program Elements
      
  
  
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  Yes
  
  
  
  
      
  
  
  Yes
  
  
  
  
      
  
  
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  2025
  
  
  
  
      
  
  
  https://cre.fsu.edu/urop-research-mentor-project-submission-portal?token=xh7bMK8KGlHyzaeYWc9yugHrm_QvvYQNeRbsRSO8inE