Method for intelligent customer service to identify the complete semantics of multiple questions in coherent context
A technology of intelligent customer service and identification method, applied in the field of intelligent customer service, to shorten the response time, improve the response accuracy and system intelligence
Inactive Publication Date: 2019-01-11
国家电网有限公司客户服务中心
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[0007] The main service object of the present invention is the electricity customer who uses the intelligent customer service robot for power supply, and the indirect service object is the online customer service personnel of the national grid customer service center. When they encounter complex business scene problems, the solution to the problem and the service steps Intelligent assistance during process use
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[0025] For example, the customer asks: How to replace the smart meter? Is it free? Who is it? How to top up?
[0026] Since multiple intents in the above example sentences have shared semantic information, none of the traditional methods can effectively segment sentences.
[0027] The knowledge points of the knowledge base are as follows:
[0028] (1) How to replace the smart meter?
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Abstract
The invention relates to a method for intelligent customer service to identify the complete semantics of multiple questions in a coherent context. The method includes the steps: S1 removing stop wordsto form a user question word set; S2, finding out the standard question with the highest matching degree to the first question; saving the matched user words as a set of consumed words; S3, matchingthe next question; if a match is possible, adding the matched word to the set of consumed words while returning to S5; if the match is not completed, going to step 4; S4: supplementing from the set of consumed words; S5, judging whether the question word set of the user is still surplus, if so, returning to step 3, otherwise, turning to step 6; S6: outputting all the complete standard questions.The invention can effectively solve the problem that the semantic information cannot be shared in broken sentences, thereby shortening the response time and improving the response accuracy rate and the system intelligence.
Description
Technical field: [0001] The invention relates to intelligent customer service technology, and further relates to a method for intelligent customer service to recognize the complete semantics of multi-question sentences in a coherent context. Background technique: [0002] In order to support the State Grid Customer Service Center to centrally accept the 95598 business of the entire network and ensure the continuous improvement of customer service level, the State Grid Customer Service Center built and put into operation the State Grid Corporation Customer Service Center Knowledge Base System (hereinafter referred to as "Central Knowledge") in September 2013. library"). The central knowledge base is knowledge service-oriented, establishes a knowledge management system and structure, and builds a unified customer service knowledge system and knowledge application. The response time is improved, the one-time question answering rate and the accuracy of business replies are impr...
Claims
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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/332G06F16/33G06F17/27
CPCG06F40/30
Inventor 李子乾马永波申蕾王明珠袁葆孙德艳张千福崔涵翔穆松鹤
Owner 国家电网有限公司客户服务中心
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