Resource recommendation method and device and storage medium

The invention provides a resource recommendation method and device and a storage medium, and relates to the technical field of computers.The method comprises the steps that vector clustering processing is carried out on word vectors, aggregation processing is carried out on word vector groups corres...

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Bibliographische Detailangaben
Hauptverfasser: LI DAISU, QIU SHANSHAN, LIAO DEZHANG, ZHOU YUXUAN, WANG ZENGHUI, LI KUI, LAI PEIYUAN, LIAO XIAODONG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides a resource recommendation method and device and a storage medium, and relates to the technical field of computers.The method comprises the steps that vector clustering processing is carried out on word vectors, aggregation processing is carried out on word vector groups corresponding to resources, resource feature vectors are generated in a semantic clustering and vector fusion mode, and the resource feature vectors are stored in a database; a knowledge graph is constructed, propagation preferences of all resource feature vectors in the knowledge graph are obtained through attention mechanism training, training learning is carried out based on interaction relations between all kinds of resources and user types, and multiple prediction models are trained; and performing resource recommendation processing by using the knowledge graph and/or the trained prediction model. The information of the resource entity and the interaction information can be fully utilized for fusion recommendation,