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Artificial intelligence-based book classification method

A technology of book classification and artificial intelligence, applied in the fields of instruments, biological neural network models, character and pattern recognition, etc., can solve the problem of occupying librarians' time and energy, and achieve the effect of saving time

Inactive Publication Date: 2018-11-23
YANAN VOCATIONAL & TECHN COLLEGE
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AI Technical Summary

Problems solved by technology

[0002] At present, the collected books are classified manually, which takes up a lot of time and energy of librarians. It is necessary to provide an artificial intelligence-based book classification method

Method used

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Embodiment Construction

[0024] In order to make the objects and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the examples. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0025] The invention provides a method for classifying books based on artificial intelligence, comprising the steps of:

[0026] Step 1. For existing books based on figure 1 Perform mature model training:

[0027] First read the names of all books and the corresponding bookshelves and convert the book names into pinyin, and use n-gram combined with word2Vec or TF-IDF to perform word segmentation to form feature vectors, where n is a positive integer greater than or equal to 1, usually n = 3. Then determine the number of categories according to the number of book categories to which the bookshelf belongs.

[0028] Divide the eigenvectors of ex...

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Abstract

The invention discloses an artificial intelligence-based book classification method. The method comprises the following steps of first, performing mature model training on existing books; and second,when new books are imported, reading book names of all new books, transforming the book names into pinyin, further transforming pinyin into characteristic vectors according to volume separation methodin the mature model, and then classifying the books by using the mature model, so as to obtain a shelf number of the new books. The method greatly improves working efficiency of librarians, automatizes simple but complex work, and saves time.

Description

technical field [0001] The invention relates to the field of artificial intelligence, in particular to an artificial intelligence-based book classification method. Background technique [0002] At present, the collected books are classified manually, which takes up a lot of time and energy of librarians. It is necessary to provide a book classification method based on artificial intelligence. Contents of the invention [0003] In order to solve the above problems, the present invention provides an artificial intelligence-based book classification method, which greatly improves the work efficiency of librarians, automates simple and tedious work, and saves time. [0004] In order to achieve the above object, the technical scheme that the present invention takes is: [0005] A method for classifying books based on artificial intelligence, comprising the steps of: [0006] Step 1. Conduct mature model training on existing books [0007] First read the names of all books an...

Claims

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Application Information

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IPC IPC(8): G06K9/62G06N3/04
CPCG06N3/04G06F18/285G06F18/214
Inventor 高桂玲折宇超
Owner YANAN VOCATIONAL & TECHN COLLEGE
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