IEEE/ICACT20260040 Slide.07        [Big Slide]       Oral Presentation
Adopt spatial embedding-based approach Converts the GPS coordinates of POIs to the UTM coordinate system Divide the UTM regions containing POIs into smaller grid units to obtain more precise geographic location features Calculating the distances between POIs and the centers of these grid units Develop transformer-based model Dynamically adjusting the importance of different features through self-attention mechanisms More effectively capture complex interactions between spatial and temporal features

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