Author

M. Song

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Open access Aug 2026

A Study on the Measurement and Dissemination Path of Cultural Industry Brand Influence Based on Social Network Analysis

The measurement and dissemination of cultural industry brand influence have become increasingly complex in digital media environments characterized by large-scale user interactions and rapid information diffusion. To overcome the limitations of traditional traffic-based evaluation metrics, this study proposes a social...

M. Song · Advanced Electromagnetics · 0 citations

Open access Aug 2026

Dynamic Prediction of Vaccination Rates and Regional Differences Based on LSTM Time Series Model

This study proposes an LSTM-based forecasting framework integrating spatiotemporal graph convolution, dynamic spatial attention, and spatial regularization mechanisms that provides a generalized methodology for spatiotemporal signal evolution analysis, network-aware prediction, and adaptive information propagation in c...

M. Song, H. Li, L. Yang · Advanced Electromagnetics · 0 citations