Transform-based product customization intelligent assistant construction method

The invention relates to a method for constructing a product customization intelligent assistant based on Transform. Based on a Transform architecture, a self-attention mechanism and a multi-layer encoder-decoder structure are adopted, a product customization intelligent assistant model is built, pr...

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Hauptverfasser: XU XINSHENG, XIAO SHIYU, LIU XIANSHAN, CHEN XINHANG, YANG LI, YANG WEIXUE, ZHOU YANG, ZHANG YI, LV PIN, ZHOU KANGKANG, OH SONG TAEK, LI XIAOLU
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to a method for constructing a product customization intelligent assistant based on Transform. Based on a Transform architecture, a self-attention mechanism and a multi-layer encoder-decoder structure are adopted, a product customization intelligent assistant model is built, product related information is input for model pre-training, and model building is completed after fine adjustment is conducted on the model through expert knowledge. A product customization intelligent assistant intelligently questions a customer to collect basic information of the customer, a product personalized customization scheme most suitable for the customer at present is matched to serve as an initial scheme, the customer performs product personalized customization on the basis of the initial scheme, and the intelligent assistant analyzes personalized characteristics of the customer according to customization operation and performs product personalized customization on the basis of the initial scheme. Reason