A content-based novel recommendation method

A recommendation method, novel technology, applied in special data processing applications, instruments, electrical digital data processing, etc., to solve the problem of low recommendation accuracy, increase accuracy and flexibility

Active Publication Date: 2019-01-11
KUNMING UNIV OF SCI & TECH
View PDF5 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The technical problem to be solved by the present invention is to provide a content-based novel recommendation method in view of the limitations and deficiencies of the prior art, so as to solve the problems of low recommendation accuracy, weak classification ability, and low efficiency when recommending novels in the prior art. Inferior phenomenon, working to increase the accuracy and flexibility of novel recommendations that currently rely on computers

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • A content-based novel recommendation method
  • A content-based novel recommendation method
  • A content-based novel recommendation method

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0033] Embodiment 1: as Figure 1-3 As shown, a novel recommendation method based on content first initializes the novel text and extracts the corresponding SinHash fingerprints to establish a dynamic novel database; then enters the reference novels, and passes the publication time of the novels and novel texts based on the SinHash fingerprint correlation degree to determine the novels to be recommended; finally, the novels to be recommended are sorted by relevance, and the recommended novels with certain items are output.

[0034] Specifically include the following steps:

[0035] Step0: Get the novel text collection {X 1 ,X 2 …X p}, for novel text X, X∈{X 1 ,X 2 …X p} Perform preprocessing and establish a dynamic novel database, as shown in Step0.1 to Step0.5;

[0036] Step0.1: Extract the novel name x and the publication time tx of the novel from the novel text X;

[0037] Step0.2: Perform word segmentation, stop word removal, and synonym replacement on the novel te...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention relates to a content-based novel recommendation method, belonging to the technical field of recommendation method. Firstly, the novel text is initialized and the corresponding SinHash fingerprint is extracted to establish the dynamic novel database. Then the reference novel is input and the novel to be recommended is determined by the publishing time and the correlation between the novel texts based on the SinHash fingerprint. Finally, the recommended novels are sorted according to their relevance, and the recommended novels with certain items are outputted. Compared with the prior art, the method mainly solves the problems of low recommendation accuracy, weak class discrimination ability, poor efficiency and the like existing in the prior art when recommending novels, and increases the accuracy and flexibility of relying on computers to recommend novels at present.

Description

technical field [0001] The invention relates to a method for recommending novels based on content, and belongs to the technical field of recommendation methods. Background technique [0002] Recommendation algorithms are flooded in every corner of the Internet system, usually according to the needs of users, the system recommends relevant content for them. In text recommendation methods such as novels and books, a keyword recommendation algorithm is usually used, that is, to recommend other novels with the same keywords according to the keywords of the novel. [0003] However, the content recommended by the keyword-based recommendation algorithm sometimes does not meet people's needs, and people are more willing to find other novels with the same style and similar genre as the novels they have read. Contents of the invention [0004] The technical problem to be solved by the present invention is to provide a content-based novel recommendation method in view of the limitat...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/335G06F16/9535G06F16/9536
Inventor 吴晟韩林峄
Owner KUNMING UNIV OF SCI & TECH
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap