Unlock instant, AI-driven research and patent intelligence for your innovation.

A method for capturing user interest preference

A technology of interest preference and user interest, applied in the field of user interest preference capture, can solve problems such as not being able to capture the dynamic evolution process, and achieve the effect of improving interactive experience and precise interest preference

Active Publication Date: 2022-08-09
CHONGQING UNIV OF POSTS & TELECOMM
View PDF0 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] 2) The user's interest preferences are dynamically changing and evolving over time, and have sequential dependencies, while the traditional model based on static methods cannot capture this dynamic evolution process

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 method for capturing user interest preference
  • A method for capturing user interest preference
  • A method for capturing user interest preference

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0050] The embodiments of the present invention are described below through specific specific examples, and those skilled in the art can easily understand other advantages and effects of the present invention from the contents disclosed in this specification. The present invention can also be implemented or applied through other different specific embodiments, and various details in this specification can also be modified or changed based on different viewpoints and applications without departing from the spirit of the present invention. It should be noted that the drawings provided in the following embodiments are only used to illustrate the basic idea of ​​the present invention in a schematic manner, and the following embodiments and features in the embodiments can be combined with each other without conflict.

[0051] Among them, the accompanying drawings are only used for exemplary description, and represent only schematic diagrams, not physical drawings, and should not be ...

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 user interest preference capturing method, which belongs to the field of click rate prediction. This method uses a dual cognitive process that integrates user experience intuition and logical reasoning to build an interest and preference capture system. Through the interest and preference capture system, the user's historical interaction sequence data is learned in parallel, and the dynamic changes and sequence connections of their historical interaction behaviors are mined. User's interest preference at a moment; the method includes the following steps: S1, data input; S2, data processing; S3, potential interest preference capture; S4, dynamic interest preference capture; S5, interest preference fusion. The present invention can describe the user's interest preference more accurately and improve the interaction experience between the user and the item.

Description

technical field [0001] The invention belongs to the field of click rate prediction and relates to a user interest preference capturing method. Background technique [0002] With the development of the Internet and the expansion of human interaction and communication needs, social networks and social media began to affect people's lives. Social networks are in a period of vigorous development, and various forms of social network applications emerge one after another, making social networks develop from homogeneous social networks that only contain users or items to heterogeneous social networks with diverse entities. At the same time, the massive amount of information on the Internet has gradually awakened people's demands for personalized content, from the previous pursuit of "amount" of information to the desire for better and more accurate content. And massive data makes it possible to analyze and predict user behavior. Therefore, the recommendation system, as an informa...

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 Patents(China)
IPC IPC(8): G06F16/9535G06N3/04G06N3/08
CPCG06F16/9535G06N3/04G06N3/08
Inventor 吴大鹏郭嘉琪李职杜唐桐张鸿王汝言
Owner CHONGQING UNIV OF POSTS & TELECOMM