Forgetting learning model rapid reconstruction method and device, equipment and storage medium

The invention discloses a forgetting learning model rapid reconstruction method and device, equipment and a storage medium. The method can be used for a scene that when a financial product recommendation model is used for recommending financial products to a user, the user exits from a financial pla...

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Hauptverfasser: ZHANG CHUANYAO, KONG LINGWEI, WANG JIANZONG, HUANG ZHANGCHENG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention discloses a forgetting learning model rapid reconstruction method and device, equipment and a storage medium. The method can be used for a scene that when a financial product recommendation model is used for recommending financial products to a user, the user exits from a financial platform midway to generate to-be-forgotten data, so that training data is changed, and the financial product recommendation model needs to be reconstructed. The method comprises the following steps: acquiring training data, wherein the training data comprises to-be-forgotten data and to-be-reserved data; obtaining an original teacher model; obtaining a first teacher feature and a first student feature; updating the first student model, and obtaining a second student model; and inputting the to-be-reserved data into the original teacher model and the second student model to obtain a forgotten learning model. According to the method, the forgetting learning model after the influence of the to-be-forgotten data is elimi