Semantic fusion method and system based on micro-service, and medium

A fusion method and micro-service technology, applied in knowledge-based model computer systems, dynamic search technology, intuitive inference, etc., can solve unfavorable service engineering, multiple business skills, semantic understanding model loading, large memory usage, and incompatibility and other issues to achieve the effect of improving dialogue performance and dialogue accuracy

Pending Publication Date: 2022-02-15
SHANGHAI JIAO TONG UNIV
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AI Technical Summary

Problems solved by technology

[0004] There are the following deficiencies in the integration of semantic understanding in the existing technology: the existing technology is mainly in the form of code, and there are problems that the loading of multiple business skill semantic understanding models takes up a lot of memory, and different versions of the same installation package are not compatible and are not conducive to service engineering;

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  • Semantic fusion method and system based on micro-service, and medium

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Embodiment Construction

[0026] The present invention will be described in detail below in conjunction with specific embodiments. The following examples will help those skilled in the art to further understand the present invention, but do not limit the present invention in any form. It should be noted that those skilled in the art can make several changes and improvements without departing from the concept of the present invention. These all belong to the protection scope of the present invention.

[0027] The embodiment of the present invention provides a microservice-based semantic fusion method, referring to figure 1 As shown, the invention specifically includes the following steps:

[0028] Step S1: Construct multiple business skills semantic understanding microservices according to business requirements;

[0029] Step S2: According to the user corpus text as the input of multiple business skill semantic understanding microservices, multiple semantic understanding results are obtained;

[003...

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Abstract

The invention provides a semantic fusion method and system based on a micro-service, and a medium, and relates to the technical field of man-machine interaction. The method comprises the following steps: S1, constructing a plurality of business skill semantic understanding micro-services according to business demands; S2, taking a user corpus text as input of a plurality of business skill semantic understanding micro-services to obtain a plurality of semantic understanding results; and S3, conducting semantic decision making on the multiple semantic understanding results through confidence levels, and acquiring an optimal semantic result at the same time. According to the method, a plurality of semantic understanding function modules can be fused by adopting a tree structure, the problems that a large memory is occupied when a plurality of business skill semantic understanding models are loaded, different versions of the same installation package are incompatible and service engineering is not facilitated are solved, dialogue performance is improved, and meanwhile, good user experience of man-machine dialogue is guaranteed.

Description

technical field [0001] The present invention relates to the technical field of human-computer interaction, in particular to a semantic fusion method, system and medium based on microservices. Background technique [0002] Natural language is the crystallization of human wisdom, and it has been a long-standing expectation for people to interact with computers in the form of natural language. With the development of natural language processing technology and the rise of deep learning methods, the human-computer dialogue system has become a new research hotspot. The fusion of semantic understanding is a very important part of human-computer dialogue. If the semantic understanding fusion method is not good, it may affect the accuracy and performance of the dialogue, and even fail to guarantee a good user experience of human-computer dialogue. [0003] The invention patent with the publication number CN111665941A discloses a virtual experiment-oriented multi-modal semantic fusio...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06N5/00G06F16/332
CPCG06F16/3329G06N5/01G06F18/25
Inventor 朱亚杰卢宏涛
Owner SHANGHAI JIAO TONG UNIV
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