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Heterogenous network (r-knowledge) for bridging users and apps via relationship learning

A mobile application, interrelation technology, applied in the field of information processing, can solve the problem of ignoring the internal network connection and so on

Active Publication Date: 2017-06-13
TCL CORPORATION
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, these methods have the limitation of only analyzing one user and ignoring the internal network connections between users.

Method used

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  • Heterogenous network (r-knowledge) for bridging users and apps via relationship learning
  • Heterogenous network (r-knowledge) for bridging users and apps via relationship learning
  • Heterogenous network (r-knowledge) for bridging users and apps via relationship learning

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Embodiment Construction

[0017] In order to facilitate the understanding of the present invention, the present invention will be described more fully below with reference to the associated drawings. In order to make the purpose, technical solutions and advantages of the embodiments of the present invention more clear, the following will clearly and completely describe the technical solutions of the embodiments of the present invention in conjunction with the drawings of the embodiments of the present invention. Unless otherwise indicated, the same reference numerals are used to refer to the same parts in the various figures. Apparently, the embodiments described below are some, not all, embodiments of the present invention. Based on the described embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.

[0018] figure 1 It is the operating environment 100 of t...

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Abstract

The present invention provides a method a method for learning and using relationships among users and apps on a mobile device. The method includes collecting user profile information and app profile information on the mobile device and obtaining ontology knowledge on contexts and relationships. The user profile information is associated with users including one or more owners of the mobile device and one or more people whose information have been accessed on the mobile device. The method further includes generating a network model based on the user profile information, the app profile information and the ontology knowledge. The network model is a heterogeneous information network model that links the users and the apps. Further, information based on the generated network model are outputted, which at least one of a role of a user, a relationship between two apps or app functions, and a recommended apps list.

Description

technical field [0001] The invention relates to the technical field of information processing, in particular to a method and system for learning and utilizing the relationship between users and mobile applications. Background technique [0002] Today, more and more smartphone users choose to use mobile devices instead of traditional devices for entertainment, education, navigation, creation, social interaction or communication. In the Apple App Store, there are more than 350,000 mobile applications (APP) and more than 1 billion downloads. Knowing when and where users use these mobile applications is an important part of many perspectives for device manufacturers, advertisers, and mobile application developers alike. [0003] While activity analysis in PCs is well-understood, achieving the same task in mobile devices is hampered by several factors. In PCs, the main user profiling can be done through browsing cookies, but in mobile applications no browsing cookies are used a...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N5/02G06F17/30G06N20/00
CPCG06F16/288G06N5/027G06N20/00G06N3/02G06N5/022G06N7/01
Inventor 郭立帆汪灏泓
Owner TCL CORPORATION
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