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

Offline possibility prediction method, offline possibility prediction device and network system

A prediction method and technology of a prediction device, applied in the field of communication

Active Publication Date: 2018-11-09
CHINA UNITED NETWORK COMM GRP CO LTD
View PDF4 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Embodiments of the present invention provide a method, device, and network system for predicting the possibility of leaving the network, which solves the problem of how to predict the possibility of leaving the network for users

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
  • Offline possibility prediction method, offline possibility prediction device and network system
  • Offline possibility prediction method, offline possibility prediction device and network system

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0034] Embodiments of the present invention provide a method for predicting the possibility of off-grid, such as figure 1 Shown include:

[0035] S101. Obtain behavior data of on-net users and off-net users of a specified service; wherein, the behavior data at least includes: any one of average call duration, average traffic usage, average consumption, and average age.

[0036] It should be noted that, in actual applications, the specified services include at least any of: package name, traffic D, voice M, package tariff A, voice call duration MOU, data usage DOU, actual consumption APRU, and age AGE.

[0037]Specifically, the behavior data of off-net users within a preset time period before leaving the network and the behavior data of online users within the preset time period can be obtained for analysis.

[0038] S102. Determine the off-network possibility score of the online user according to the behavior data.

[0039] Optionally, an embodiment of the present invention ...

Embodiment 2

[0054] An embodiment of the present invention provides a prediction device 10 for off-grid possibility, such as figure 2 Shown include:

[0055] The obtaining module 101 is used to obtain the behavior data of online users and off-net users of a specified service; wherein, the behavior data at least includes: any one of average call duration, average traffic usage, average consumption and average age.

[0056] The processing module 102 is configured to determine the churn possibility score of the online user according to the behavior data obtained by the obtaining module 101 .

[0057] The processing module 102 is further configured to generate a prediction result of the online user according to the churn possibility score; wherein the prediction result is used to indicate the churn possibility of the online user.

[0058] Optionally, the processing module 102 is further configured to determine the online users who need to be maintained according to the specified service and ...

Embodiment 3

[0065] An embodiment of the present invention provides a network system, including: any device for predicting off-grid possibility provided in the second aspect.

[0066] It can be understood that any of the prediction devices for off-grid possibility provided above is used to implement the method corresponding to the second embodiment provided above, therefore, the beneficial effect it can achieve can refer to the method of the second embodiment above As well as the beneficial effects of the corresponding solutions in the following specific implementation manners, details will not be described here.

[0067] The early warning device and the receiving device in the embodiment of the present invention may be an intelligent mobile terminal. The smart mobile terminal is a mobile terminal with an operating system. The smart mobile terminal may be: smart phone, tablet computer, notebook computer, ultra-mobile personal computer (ultra-mobile personal computer, UMPC), netbook, perso...

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 embodiment of the invention provides an offline possibility prediction method, a offline possibility prediction device and a network system, and relates to the technical field of communication. The problem of how to predict the user offline possibility is solved. The method comprises the following steps of obtaining behavior data of online users and offline users of specific service, wherein the behavior data at least include at least one item in call duration, average use flow rate, average expense and average age; according to the behavior data, determining the offline possibility scoresof the online users; generating the prediction result of the online users according to the offline possibility scores, wherein the prediction result is used for indicating the offline possibility ofthe online users. The embodiment of the invention is used for predicting the offline possibility of the online users.

Description

technical field [0001] The invention relates to the field of communication technology, in particular to a method, device and network system for predicting the possibility of off-grid. Background technique [0002] At present, after more than ten years of market expansion in the communication market, the growth of user scale has become increasingly slow, and market competition has also tended to be saturated. The market development shows that while new network users are increasing, the number of users who have switched to the network is also increasing. , the scale of the net increase of users tends to be lower day by day, which not only directly affects the profit growth of communication companies, but also brings a large additional performance load to the operation support system. In order to reduce user marketing costs and the load pressure on the operation support system, the communication business strategy has gradually shifted from user-scale operation to existing user ...

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): H04L12/24H04W24/08
CPCH04L41/147H04W24/08
Inventor 马刚韩晶赵锡成
Owner CHINA UNITED NETWORK COMM GRP CO LTD
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