Intelligent question-answering method, device and equipment based on man-machine conversation
A technology of human-computer dialogue and intelligent question answering, applied in neural learning methods, biological neural network models, instruments, etc., can solve the problems of general question answering efficiency and high labor cost
Pending Publication Date: 2020-05-08
XIAMEN KUAISHANGTONG TECH CORP LTD
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[0003] However, the existing question answering schemes based on man-machine dialogue are generally answered by humans, the labor cost is high, and the efficiency of question answering is average.
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[0026] The present invention will be described in further detail below in conjunction with the accompanying drawings and embodiments. In particular, the following examples are only used to illustrate the present invention, but not to limit the scope of the present invention. Likewise, the following embodiments are only some but not all embodiments of the present invention, and all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
[0027] The invention provides an intelligent question-and-answer method based on man-machine dialogue, which can realize automatic question-and-answer reply to the man-machine dialogue without manpower, reduces labor cost, and improves the efficiency of question-and-answer reply.
[0028] See figure 1 , figure 1 It is a schematic flowchart of an embodiment of the intelligent question answering method based on man-machine dialogue in the present inv...
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The invention discloses an intelligent question-answering method, device and equipment based on man-machine conversation. The method comprises the following steps that: adopting a convolutional neural network mode to carry out feature word extraction on an original dialogue in the man-machine dialogue; carrying out statement classification on an original dialogue in the man-machine dialogue; adopting a question and answer matching mode to classify and mark the statements in original dialogues in man-machine dialogues; establishing a matching relationship model between question and answer pairs associated with man-machine dialogues according to the original dialogues in the man-machine dialogues after the annotation statements are classified; establishing a question and answer pair database based on the man-machine dialogues according to the established matching relationship model, and carrying out automatic question and answer reply on the man-machine dialogues according to the established question and answer pair database. By means of the mode, questions and answers can be automatically replied to the man-machine conversation without manual work, the labor cost is reduced, and the question and answer reply efficiency is improved.
Description
technical field [0001] The invention relates to the technical field of man-machine dialogue, in particular to an intelligent question answering method, device and equipment based on man-machine dialogue. Background technique [0002] With the development of artificial intelligence, man-machine dialogue has made great progress in the fields of smart home, smart assistant and so on. Especially in recent years, with the improvement of deep learning technology, natural language processing technology and artificially constructed knowledge base, a large number of research results and solutions have emerged for human-computer dialogue. [0003] However, the existing question answering schemes based on man-machine dialogue generally rely on human beings to answer questions and answers, which has high labor costs and average question answering efficiency. Contents of the invention [0004] In view of this, the object of the present invention is to propose an intelligent question a...
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IPC IPC(8): G06F16/332G06F16/33G06F16/35G06F40/211G06N3/04G06N3/08
CPCG06F16/3329G06F16/3344G06F16/35G06N3/08G06N3/045
Inventor 李威肖龙源蔡振华李稀敏刘晓葳
Owner XIAMEN KUAISHANGTONG TECH CORP LTD