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Method, device, and computer program product for determining node of decision tree

Grant US12592071B2 Kind: B2 Mar 31, 2026

Assignee

Dell Products L.P.

Inventors

Zijia Wang, Zhisong Liu, Jiacheng Ni, Zhen Jia

Abstract

Embodiments of the present disclosure relate to a method, a device, and a computer program product for determining a node of a decision tree. The method includes determining multiple features of multiple modals corresponding to input information. The method further includes generating a multi-modal feature representation by combining the multiple features of the multiple modals. The method further includes determining a target path in a decision tree that is associated with the multi-modal feature representation, the decision tree comprising multiple nodes. The method further includes determining, in the target path based on the multi-modal feature representation, a target node associated with the input information and used to indicate a question or an answer. This method enables the fusion of feature representations corresponding to input information of different modals to determine a multi-modal feature representation. In this way, it is possible to determine richer and more accurate user intentions.

CPC Classifications

G06V 10/82 G06V 10/751 G06V 10/761 G06V 10/87 G06F 18/24323 G06N 5/01

Filing Date

2023-11-29

Application No.

18522570

Claims

20