By deciphering the mechanism behind neuromarketing,acquisition of female consumers'brain waves based on EEG technology,exploring multidimensional feature extraction,combined with video classification fusion algorithms at the forefront of artificial intelligence,to propose a new framework for deep fusion modeling for preference prediction.