METHOD AND APPARATUS FOR OBJECT PREFERENCE PREDICTION, AND COMPUTER READABLE MEDIUM

The present disclosure relates to a method and an apparatus for object preference prediction, and a computer readable medium. The method includes: acquiring evaluation information indicating preference values of partial users in a user set for partial objects in an object set; acquiring auxiliary in...

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Bibliographische Detailangaben
Hauptverfasser: HUANG, Yan, ZHANG, Bangxin, YANG, Songfan, LIU, Tianqiao, LIU, Zitao
Format: Patent
Sprache:eng
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Zusammenfassung:The present disclosure relates to a method and an apparatus for object preference prediction, and a computer readable medium. The method includes: acquiring evaluation information indicating preference values of partial users in a user set for partial objects in an object set; acquiring auxiliary information of at least one of the user set and the object set, wherein the auxiliary information indicates an attribute of at least one of a corresponding user in the user set and a corresponding object in the object set; determining a user feature representation and an object feature representation using a matrix decomposition model, based on the evaluation information and the auxiliary information; and determining a preference prediction value of a target user in the user set for a target object in the object set based on the user feature representation and the object feature representation.