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Session framework construction method and device based on machine learning

A machine learning and construction method technology, applied in the field of artificial intelligence, can solve the problems of limiting the wide application of dialogue robots, high threshold for creation, and complicated links.

Active Publication Date: 2019-11-05
INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The current market demand for robots is diverse, and it is necessary to create corresponding dialogue robots for different application requirements to achieve personalized functions. However, the construction of dialogue robots with different functions involves complex links from planning, implementation to launch, and iterative optimization It takes a long time, the creation threshold is high, and the efficiency of project scheduling is low, which limits the wide application of dialogue robots

Method used

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  • Session framework construction method and device based on machine learning
  • Session framework construction method and device based on machine learning
  • Session framework construction method and device based on machine learning

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Embodiment Construction

[0068] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is an embodiment of a part of the application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the scope of protection of this application.

[0069] Those skilled in the art should understand that the embodiments of the present invention may be provided as methods, systems, or computer program products. Accordingly, the present invention can take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermor...

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Abstract

The invention provides a session framework construction method and device based on machine learning. The method comprises the following steps: sending identifiers of a plurality of pre-configured process nodes to a client for a user to configure and select; obtaining a session process fed back by the client; acquiring corresponding process node information according to a plurality of process nodeidentifiers in the session process; obtaining a finite-state machine model table of the session process according to process node information obtained by a node flow direction organization in the session process; wherein the finite-state machine model table is used as the session framework. The session framework can be quickly generated by pushing the plurality of pre-configured alternative nodesto the user, and in addition, the pre-configured alternative nodes can be reused for different sessions, so that the development time and development resources are greatly saved, and the development speed is increased.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a method and device for constructing a conversation frame based on machine learning. Background technique [0002] As technology develops, more and more devices will have networking capabilities, and how these devices interact with people will become a challenge. [0003] Natural language has become a new interaction method to adapt to this trend, and dialogue robots are expected to replace past websites and today's APPs, occupying the new generation of human-computer interaction. A conversational bot is essentially a computer program that simulates a human conversation or chat. At the technical level, dialogue robots can be divided into three categories: chat robots, question-and-answer robots, and task robots. [0004] With the development of artificial intelligence and natural language processing technology, conversational robots will gradually be app...

Claims

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Application Information

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IPC IPC(8): G06F16/332G06N20/00
CPCG06F16/3329G06N20/00
Inventor 李晓萍刘华杰曲建方黄炳
Owner INDUSTRIAL AND COMMERCIAL BANK OF CHINA
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