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

Object division method and device based on object behavior and topic preference

A behavior and theme technology, applied in the field of object division method and device based on object behavior and theme preference, can solve problems such as inaccurate results of target object division groups.

Active Publication Date: 2021-09-14
HEFEI UNIV OF TECH
View PDF8 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Aiming at the defects in the prior art, the present invention provides an object division method and device based on object behavior and subject preference, which is used to solve the technical problem of inaccurate results of target object division groups in the related art

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
  • Object division method and device based on object behavior and topic preference
  • Object division method and device based on object behavior and topic preference
  • Object division method and device based on object behavior and topic preference

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0052] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0053] In view of the topic modeling process of UGC content in the related art, since the target object corresponds to multiple features, and there is no correlation between the multiple features, it is impossible to establish a model for the target, which leads to the result of dividing each target object into groups. Inaccurate question.

[0054] In order to solve the above technical problems, an embodiment of the present invention provides an object divisio...

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 provides an object division method and device based on object behavior and theme preference. The method includes: obtaining an initial document collection of a first number of target objects; using a latent Dirichlet distribution model to obtain a subject preference vector for each target object; standardizing the behavior vector of each target object; using the The subject preference vector and the standard behavior vector update the initial document set; based on the updated document set of each target object, use the latent Dirichlet mixture model to calculate the category group to which each target object belongs; respectively obtain The feature vector of each category group is obtained by an average value of subject preference vectors and standard behavior vectors of all target objects in each category group. The embodiments of the present invention can implement modeling of various features, which is beneficial to determine the classification of each target object and improve the result of object classification.

Description

technical field [0001] The invention relates to the technical field of text data processing, in particular to an object division method and device based on object behavior and theme preference. Background technique [0002] With the development of online social media and e-commerce websites, etc., platforms for generating content based on target audiences (UGC) have become an indispensable part of people's daily life. The development of UGC-based platforms has brought huge business opportunities to enterprises, which can help enterprises discover needs, develop products, and manage customers. [0003] In the process of processing the above-mentioned content in the related art, topic modeling is usually used, and then the topic in the above-mentioned content is discovered by using the topic model, and then each target object is grouped. However, the target object corresponds to multiple features. Since there is no correlation between multiple features, it is impossible to bu...

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): G06F16/22G06F16/28G06F16/21G06Q30/06
CPCG06Q30/0601
Inventor 刘业政朱婷婷杜非姜元春孙见山
Owner HEFEI UNIV OF TECH
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