Participated in a Zhejiang Provincial Natural Science Foundation public project titled "Development of an Intelligent Visual Analytics System for Tourist Flow Management in the West Lake Area." Collaborated with graduate researchers to collect and organize tourist data from the West Lake region. Simulated personalized tourist profiles and predicted their next destinations based on statistical patterns, supporting route recommendation and evacuation modeling.

Project outcomes were published in Scientific Reports:

Visual analytics of route recommendation for tourist evacuation based on graph neural network
Scientific Reports, October 11, 2023
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