The invention discloses a cross-border e-commerce platform operation
system and method supporting multi-language
automatic translation, and relates to the technical field of
automatic translation, and the method comprises the steps: integrating multi-
modal data, including text description, commodity pictures, videos and audios, through a
deep learning model, forming a comprehensive
data structure, inputting the comprehensive
data structure into a multi-
modal fusion translation model after intelligent pre-
processing, and carrying out the multi-
modal fusion translation model; and generating a translation result. The block chain technology is used for verifying and recording the translation result, and tampering resistance and
traceability are ensured. The translation model is optimized according to
user feedback, a multi-language interface and operation prompts are dynamically adjusted, and personalized experience is provided. According to the method, the problems of difficulty in multi-modal
information fusion, irrelevant information interference, insufficient semantic understanding and the like are effectively solved, and the translation accuracy and the user experience are remarkably improved.