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METHOD AND DEVICE FOR IDENTIFYING CONVERSATION STATE OF CUSTOMER SERVICE ROBOT, ELECTRONIC DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM

机译:识别客户服务机器人,电子设备和计算机可读存储介质的会话状态的方法和设备

摘要

A method and device for identifying a conversation state of a customer service robot. The method comprises: a customer service robot obtaining word vectors corresponding to words by means of performing vectorization on words in an input sentence in a performed service conversation (210); obtaining a semantic vector corresponding to the input sentence by means of traversing each word vector in the input sentence (230); labeling a conversation state of the input sentence according to the semantic vector of the input sentence to obtain a conversation state probability vector of the input sentence (250); and selecting a conversation state labelled having a maximum probability label from the conversation state probability vector as the conversation state of the input sentence (270). The method above enables the customer service robot to adaptively converse with a customer, and has better initiative.
机译:用于识别客户服务机器人的对话状态的方法和设备。该方法包括:客户服务机器人通过对所执行的服务对话中的输入句子中的单词进行矢量化来获得与单词相对应的单词矢量(210);通过遍历输入句子中的每个单词向量,获得与输入句子相对应的语义向量(230);根据所述输入句子的语义向量对所述输入句子的对话状态进行标注,得到所述输入句子的对话状态概率向量(250);从对话状态概率向量中选择标记为具有最大概率标签的对话状态作为输入句子的对话状态(270)。上述方法使得客户服务机器人能够自适应地与客户对话,并且具有更好的主动性。

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