Ancient poem classification method based on natural language processing
A technology of natural language processing and classification method, applied in the field of ancient poetry classification based on natural language processing, which can solve the problems such as the emergence and lack of ancient poetry classification methods, and achieve the effect of efficient classification
Pending Publication Date: 2020-11-06
邓桦
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With the popularization of electronic equipment, there is no classification method of ancient poetry based on computer algorithms.
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[0017] In order to make the purpose, technical solutions and advantages of the embodiments of the present disclosure clearer, the technical solutions of the embodiments of the present disclosure will be clearly and completely described below in conjunction with the drawings of the embodiments of the present disclosure. Apparently, the described embodiments are some of the embodiments of the present disclosure, not all of them. Based on the described embodiments of the present disclosure, all other embodiments obtained by persons of ordinary skill in the art without creative effort fall within the protection scope of the present disclosure.
[0018] Unless otherwise defined, the technical terms or scientific terms used in the present disclosure shall have the usual meanings understood by those skilled in the art to which the present disclosure belongs. The words "comprising" or "comprising" and similar words used in the present disclosure mean that the elements or things appear...
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The invention discloses an ancient poem classification method based on natural language processing. The ancient poem classification method comprises the steps of inputting poetry data to be classified; performing word segmentation processing on poem data according to a preset word bank, wherein the preset word bank at least comprises a first data set and a second data set; matching the poem data with the second data set to obtain a first matching result, wherein the first matching result represents all single characters appearing in the poem data; matching phrases in the first data set according to the first matching result to obtain a second matching result, with the second matching result representing part-of-speech and classification tags of all phrases in the poem data to be classified; and classifying the poem data according to the part-of-speech and / or the classification labels of all phrases appearing in the poem data to be classified. Word segmentation can be conducted on ancient poetries by means of a computer algorithm, the part-of-speech of the ancient poetries and the preset classification labels are obtained, and therefore the input ancient poetries can be efficientlyclassified.
Description
technical field [0001] The invention relates to a method for classifying texts, in particular to a method for classifying ancient poems based on natural language processing. Background technique [0002] Ancient Chinese poetry is a crystallization of the thoughts of the Chinese nation for five thousand years, and it adds a lot of color to our national culture. In ancient times, poetry and poetry were an important measure of talent, and were once included in the examination category for selecting talents. However, after the New Culture Movement and the rise of vernacular Chinese, poetry began to turn to modern poetry. Compared with classical poetry, The language of modern poetry is more straightforward and simple, so it is naturally easier for people to understand. At the same time, due to the changes of the times, classical poetry is not common in our lives. These factors make classical poetry in the hearts of modern people. It is some traditional, even old-fashioned expres...
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IPC IPC(8): G06F16/35G06F40/289G06K9/62
CPCG06F16/353G06F40/289G06F18/22
Inventor 邓桦闫灵芝孙娟娟魏增辉
Owner 邓桦