Theoretical Informational Inheritance of Xi Jinping’s Thought on Socialism with Chinese Characteristics in the New Era

This article aims to study the theoretical informatization heritage of Xi Jinping’s socialist thought with Chinese characteristics in the new era. The article first uses web crawler technology to obtain data, followed by a multimodal fusion model based on the self-attention mechanism to analyze the data. The study results show that the Kinetics400 dataset processed by this method achieves 94.2% in top-1 video classification accuracy. In socialist core values textual content classification, the model has strong predictive ability, with most of the categories being on the diagonal, indicating high accuracy. The conclusion points out that the method proposed in this paper effectively promotes the digital dissemination of Xi Jinping’s socialist thought with Chinese characteristics in the new era, and provides new perspectives and technical support for the theory informatization inheritance.