A language error correction method and system in the process of human-computer interaction
A technology of human-computer interaction and error correction method, which is applied in the field of language error correction method and its application system, can solve problems such as homophone errors, improve recognition efficiency, improve user experience, improve error correction efficiency and The effect of accuracy
Active Publication Date: 2019-12-17
XIAMEN KUAISHANGTONG TECH CORP LTD
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[0006] In order to solve the above problems, the present invention provides a language error correction method and system in the process of human-computer interaction, which can better solve the problem of homonym errors caused by input methods and other reasons
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[0042] In order to make the technical problems, technical solutions and beneficial effects to be solved by the present invention clearer and clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.
[0043] like figure 1 Shown, the language error correction method in a kind of human-computer interaction process of the present invention, it comprises the following steps:
[0044] 10) Use Internet information to obtain corpus, and use the corpus to construct a corpus;
[0045] 20) performing word segmentation processing on the corpus in the corpus to obtain word segmentation data;
[0046] 30) Calculate the degree of association between each word according to the word segmentation data;
[0047] 40) Calculate the popularity of each word according t...
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The invention discloses a language error correcting method and system for use in a human-computer interaction process. The method comprises the following steps: acquiring corpora by Internet information, and building a corpus library by the corpora; performing word segmentation processing on the corpora in the corpus library to obtain word segmentation data; calculating association degrees among words according to the word segmentation data; calculating hot degrees of the words according to occurrence frequencies of the words in the word segmentation data; training a language model according to the word segmentation data, and taking the association degrees and the hot degrees as model parameters of the language model; during acquisition of input data of a user, performing word segmentation processing on the input data to obtain word segmentation data corresponding to the input data; and ranking the word segmentation data corresponding the input data by the language model according to the association degrees and the hot degrees, combining the ranked word segmentation data and outputting result data. Through adoption of the language error correcting method and system, the problem of homophone errors caused by an input method and the like can be solved well.
Description
technical field [0001] The invention relates to the field of communication technology, in particular to a language error correction method in the process of human-computer interaction and a system applying the method. Background technique [0002] With the popularization and application of the Internet, e-commerce and artificial intelligence, there are more and more intelligent products such as automatic customer service and chat robots. Intelligent customer service is an industry-oriented application developed on the basis of large-scale knowledge processing, such as large-scale knowledge processing technology, natural language understanding technology, knowledge management technology, automatic question answering system, reasoning technology, etc., which are universal in the industry. It not only provides fine-grained knowledge management technology for enterprises, but also establishes a fast and effective technical means based on natural language for communication betwee...
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IPC IPC(8): G06F16/332G06F17/27G06Q30/00
CPCG06F16/90332G06F40/289
Inventor 刘楚李稀敏蔡振华刘晓葳肖龙源朱敬华王宇
Owner XIAMEN KUAISHANGTONG TECH CORP LTD