Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Article reverse method and device, article recommendation method and device, equipment and storage medium

A technology of article and beta distribution, applied in the direction of text database indexing, unstructured text data retrieval, instruments, etc., can solve problems such as unreasonable exploration strategy, inability to solve recommendation system, reasonable balance between article development and exploration, etc.

Pending Publication Date: 2019-10-18
深圳市雅阅科技有限公司
View PDF12 Cites 3 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, it is obvious that the existing method needs to manually set the hyperparameter ε, which is relatively subjective, and the laws summed up by different people are quite different, which leads to unreasonable exploration strategies and cannot solve the reasonable balance between article development and exploration in the recommendation system. The problem

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
  • Article reverse method and device, article recommendation method and device, equipment and storage medium
  • Article reverse method and device, article recommendation method and device, equipment and storage medium
  • Article reverse method and device, article recommendation method and device, equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0053] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is a part of the embodiments of this application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0054]The terms "first", "second", "third", "fourth", etc. (if any) in the specification and claims of the present application and the above drawings are used to distinguish similar objects, and not necessarily Used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such tha...

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 discloses an article reverse arrangement method. The method comprises: constructing the beta distribution of each article through the artificial intelligence machine learning technology,wherein a first parameter in the beta distribution represents the number of times that the article is clicked in a statistical period, and a second parameter in the beta distribution represents the number of times that the article is displayed but not clicked in the statistical period; generating a random number for the corresponding article through the beta distribution of each article, and taking the random number as an income value corresponding to the article; and according to the revenue value corresponding to each article, inverting the article to obtain an article inversion result. Onone hand, continuous exposure of high-quality articles can be guaranteed, on the other hand, low-exposure articles can be continuously explored, and reasonable and balanced article development and exploration in a recommendation system are achieved. The invention further discloses an article recommendation method and device, equipment and a medium.

Description

technical field [0001] The present application relates to the technical field of content recommendation, and in particular to an artificial intelligence-based article inversion method, article recommendation method, device, equipment, and storage medium. Background technique [0002] Nowadays, many platforms are configured with a recommendation system, based on the recommendation system, users are recommended content that they may be interested in. The user's preference for browsing information shows the user information that may be of interest to the user on the recommendation page. [0003] The performance of the recommendation system mainly depends on the quality of article inversion and sorting. The so-called article inversion is to invert and sort the articles recommended in the recommendation system. Articles can be understood as objects recommended by the recommendation system, such as shopping Articles recommended by the platform are graphic articles of products, an...

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): G06F16/31G06F16/335
CPCG06F16/319G06F16/335
Inventor 张晗
Owner 深圳市雅阅科技有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

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

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com