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Automatic Classification Method for Intelligent Terminals and Their Applications

An application program and automatic classification technology, applied in the direction of program control devices, instruments, calculations, etc., can solve the problems of weak portability, large amount of calculation, complex maintenance, etc., and achieve accurate classification results, simple maintenance, and strong portability Effect

Active Publication Date: 2020-05-22
南方电网互联网服务有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, this method has a large amount of computation, complex maintenance, and weak portability.

Method used

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  • Automatic Classification Method for Intelligent Terminals and Their Applications
  • Automatic Classification Method for Intelligent Terminals and Their Applications
  • Automatic Classification Method for Intelligent Terminals and Their Applications

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Embodiment Construction

[0024] The following will clearly and completely describe the technical solutions of each exemplary embodiment provided by the present invention with reference to the accompanying drawings in the embodiments of the present invention. In the case of no conflict, the following embodiments and features in the embodiments can be combined with each other.

[0025] see figure 1 , is an automatic classification method for application programs according to an embodiment of the present invention. The method for automatically classifying applications may include steps S11-S15.

[0026] S11: Extract effective features from configuration files of multiple applications that have been divided into at least two categories.

[0027] S12: Calculate the probability of each effective feature appearing in each category.

[0028] S13: Generate a Naive Bayesian classifier according to the probability of each effective feature appearing in each category and Naive Bayesian algorithm training.

[...

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Abstract

The invention discloses an automatic classification method for an intelligent terminal and its application programs. It only needs to sample the characteristics of the configuration files of multiple application programs in the intelligent terminal and combine the naive Bayesian algorithm to classify the application programs to be classified without Relying on the big data support of the cloud server, there is no need to build this part of big data into the smart terminal, and it can be classified as a pure software algorithm, which is easy to maintain, has strong portability, and the classification results are accurate.

Description

technical field [0001] The invention relates to the technical field of intelligent electronic equipment, in particular to an automatic classification method for an intelligent terminal and its application programs. Background technique [0002] With the rapid development of electronic technology and the large-scale popularization and application of smart terminals, the number of applications that can be installed on smart terminals has reached tens of billions. Therefore, how to effectively classify and manage the applications to be downloaded and installed is becoming increasingly important. more important. The application classification method currently on the market is generally based on the big data support of the cloud server, or this part of the big data is built into the smart terminal. However, this method has a large amount of computation, complex maintenance, and weak portability. Contents of the invention [0003] In view of this, the embodiment of the present...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F9/44G06K9/62
CPCG06F9/44G06F18/24155
Inventor 叶锌尧王兵冯科赖一骏胡亚军
Owner 南方电网互联网服务有限公司