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English full-length novel abstract generation method

A novel, English technology, applied in the field of English novel abstract generation, can solve the problems of high quality, difficult to compress and extract English novels, etc.

Active Publication Date: 2017-05-17
WENZHOU UNIV OUJIANG COLLEGE
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  • Description
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AI Technical Summary

Problems solved by technology

[0003] The present invention aims to solve the problem that the existing abstract generation of English novels still adopts artificial methods, which makes it difficult to compress and extract the main content of English novels, and provides a method for generating abstracts of English novels, which can abstract English novels The automatic generation of , and the generation of summaries is faster and of higher quality

Method used

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  • English full-length novel abstract generation method
  • English full-length novel abstract generation method
  • English full-length novel abstract generation method

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Embodiment Construction

[0048] The present invention will be further described below in conjunction with the accompanying drawings and embodiments.

[0049] Embodiment, English novel summary generating method, see figure 1 As shown, the summary generation process is as follows:

[0050] Step 1, give the problem definition of English long-form automatic summarization;

[0051] Step 2, then perform data preprocessing on chapter segmentation, sentence segmentation, word segmentation, stop word removal and stemming of English novels;

[0052] Step 3, using topic modeling processing to discover the subject words associated with English novels, and then obtain the candidate sentences of the abstract, and form a candidate sentence set;

[0053] Step 4: Select the sentence with the largest amount of information from the candidate sentence set output by topic modeling, and recompose the machine summary of the English novel after the sentence is selected;

[0054]Step 5, introduce external language resource...

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Abstract

The invention discloses an English full-length novel abstract generation method, and belongs to the technical field of English full-length novel abstract generation. The method can be used for automatically generating an abstract of an English full-length novel, and the abstract generation speed is high. The abstract generation process includes the steps that firstly, a problem definition of English full-length novel automatic abstracting is given; secondly, the English full-length novel is subjected to chapter segmentation, sentence segmentation, word segmentation, stop word removal and stem removal for data preprocessing; thirdly, subject terms related to the English full-length novel are found through subject modeling, accordingly candidate sentences of the abstract are obtained, and a candidate sentence set is formed; fourthly, sentence with the largest information amount are screened in the candidate sentence set output through subject modeling, and after being selected, the sentences form a machine abstract of the English full-length novel again; fifthly, an external language resource is introduced, an internal data organization structure corresponding to the external language resource is built to optimize the automatic abstract, and the effective automatic abstract is generated.

Description

technical field [0001] The invention relates to the technical field of abstract generation of English novels, in particular to a method for generating abstracts of English novels. Background technique [0002] With the explosive growth of the number of English novels on the Internet, if readers want to quickly understand the main content of an English novel, they have to rely on the summary of the English novel. At present, the abstract generation of English novels still adopts artificial methods, which makes it difficult to compress and extract the main content of English novels. Contents of the invention [0003] The present invention aims to solve the problem that the existing abstract generation of English novels still adopts artificial methods, which makes it difficult to compress and extract the main content of English novels, and provides a method for generating abstracts of English novels, which can abstract English novels The automatic generation of , and the gen...

Claims

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Application Information

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IPC IPC(8): G06F17/27
CPCG06F40/258G06F40/284
Inventor 吴宗大雷力郑城仁
Owner WENZHOU UNIV OUJIANG COLLEGE
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