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CONVERSATION-BASED RECOMMENDING METHOD, CONVERSATION-BASED RECOMMENDING APPARATUS, AND DEVICE

机译:基于对话的推荐方法,基于对话的推荐装置和设备

摘要

The disclosure discloses a conversation-based recommending method. A directed graph corresponding to a current conversation is obtained (S101). The current conversation includes clicked items, the directed graph includes nodes and directed edges between the nodes, each node corresponds to a clicked item, and each directed edge indicates relationship data between the nodes. For each node of the directed graph, an attention weight is determined (S102) for each directed edge corresponding to the node based on a feature vector of the node and the relationship data for each node of the directed graph. A new feature vector of the node is determined (S103) based on the relationship data and the attention weight of each directed edge. A feature vector of the current conversation is determined (S104) based on the new feature vector of each node. An item is recommended (S105) based on the feature vector of the current conversation.
机译:本公开公开了一种基于对话的推荐方法。 获得对应于当前对话的定向图(S101)。 当前对话包括点击项目,指向图包括节点和节点之间的指向边,每个节点对应于单击的项目,并且每个定向边缘指示节点之间的关系数据。 对于指向图的每个节点,基于节点的特征向量和针对指向图的每个节点的关系数据对应于节点的每个定向边缘来确定注意重量(S102)。 基于每个定向边缘的关系数据和注意重量确定节点的新特征向量(S103)。 基于每个节点的新特征向量确定当前对话的特征向量(S104)。 建议使用项目(S105),基于当前对话的特征向量。

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