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Customer service question updating method and system, terminal equipment and computer storage medium

A technology for updating methods and questions, applied in the field of customer service robots

Pending Publication Date: 2020-10-23
PING AN TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The main purpose of the present invention is to provide an update method, system, terminal equipment and computer storage medium for customer service questions, aiming at solving the problem that the existing method of clustering unresponsive questions based only on clustering algorithms cannot be clustered to obtain high Problems of quality Technical problems of updating the problem sets of intelligent customer service robots

Method used

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  • Customer service question updating method and system, terminal equipment and computer storage medium
  • Customer service question updating method and system, terminal equipment and computer storage medium
  • Customer service question updating method and system, terminal equipment and computer storage medium

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Embodiment Construction

[0078] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0079] The main solution of the embodiment of the present invention is: construct question pairs according to the customer service questions in the preset customer service question set, and combine the question pairs into training data; train the similarity model based on the training data, and use the similarity of training convergence Degree model calculates the clustering parameter of unresponsive customer service question; Carry out clustering operation based on described clustering parameter and obtain the clustering result of described unresponsive customer service question; Generate new customer service question according to described clustering result to predict the Set customer service question set to update.

[0080] Due to the development of intelligent customer service robot technology business, the knowle...

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Abstract

The invention relates to the technical field of customer service robots, and discloses a customer service question updating method and system, terminal equipment and a computer storage medium. The customer service question updating method comprises the steps: constructing question pairs according to customer service questions in a preset customer service question set, wherein the question pairs are combined into training data; training a similarity model based on the training data, and calculating clustering parameters which do not respond to the customer service question by utilizing the trained convergent similarity model; performing clustering operation based on the clustering parameters to obtain a clustering result of the unresponded customer service question; and generating a new customer service question according to the clustering result so as to update the preset customer service question set. In addition, the invention also relates to a blockchain technology, and the similarity model of training convergence can be stored in the blockchain. According to the customer service question updating method and system, more valuable high-quality questions can be obtained during clustering to update the customer service question set, and the question answering efficiency of the intelligent customer service robot is improved.

Description

technical field [0001] The present invention relates to the technical field of customer service robots, in particular to a method, system, terminal equipment and computer storage medium for updating customer service issues. Background technique [0002] Intelligent customer service robots are usually composed of modules such as Automatic Speech Recognition (ASR), intent recognition, question and answer module, knowledge base management, knowledge graph, dialogue management, text generation, and text to speech synthesis (TTS). Among them, the knowledge base-based FAQ (Frequently Asked Questions, common question items and answers to corresponding questions) question-and-answer module provides users with satisfactory answers by querying standard questions that match user questions in the knowledge base. It is an intelligent customer service robot. The most important module in . The knowledge base is an important part of the FAQ module. It consists of frequently asked questions...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/332G06F16/23G06K9/62G06N20/00G06Q30/02
CPCG06F16/3329G06F16/23G06N20/00G06Q30/0281G06F18/23213G06F18/22
Inventor 侯翠琴文彬李剑锋
Owner PING AN TECH (SHENZHEN) CO LTD
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