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Service identification method, device, terminal equipment and storage medium

An identification method and storage medium technology, applied in the field of mobile Internet business identification, can solve the problems of high test cost and low identification efficiency, and achieve the effect of improving business identification efficiency and reducing business identification cost.

Active Publication Date: 2018-06-12
GUANGDONG EASTONE CENTURY TECHNOLOGY CO LTD
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  • Claims
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Problems solved by technology

[0004] The embodiment of the present invention provides a business method, device, terminal equipment and storage medium, which can effectively solve the technical problems of high testing cost and low identification efficiency in the prior art

Method used

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  • Service identification method, device, terminal equipment and storage medium
  • Service identification method, device, terminal equipment and storage medium

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Embodiment Construction

[0046] 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 creative efforts fall within the protection scope of the present invention.

[0047] see figure 1 , is a schematic flowchart of a service identification method provided by an embodiment of the present invention, including:

[0048] S101. Obtain service data to be identified.

[0049] S102. According to the preset identification elements, extract identification keywords corresponding to the identification elements in the service data to be identified.

[0050] In this embodiment, on the basis of traditional packet detection, a large number ...

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Abstract

The invention discloses a service identification method and device, terminal equipment and a storage medium. The service identification method includes the steps that to-be-identified service data isacquired; identification keywords corresponding to identification elements in the to-be-identified service data are extracted according to the preset identification elements; matrixing processing is conducted on the identification keywords to obtain a to-be-identified service data matrix; a service identification model is established by using a KNN algorithm, and the service of the to-be-identified service data is determined: the Manhattan distance of the to-be-identified service data matrix and each sample data matrix in a pre-established sample database is calculated; K sample data with thesmallest Manhattan distance is adopted, and the service with the highest frequency among the K sample data is the service of to-be-identified service data. The service identification method can independently identify the service, the efficiency of service identification is improved, and the cost of the service identification is reduced.

Description

technical field [0001] The present invention relates to the technical field of mobile Internet service identification, in particular to a service identification method, device, terminal equipment and storage medium. Background technique [0002] Service identification is a very important topic in the mobile Internet industry. It is the basis for research on user network behavior and intelligent pipelines for operators. [0003] Existing mobile Internet service identification methods are all based on message detection or deep packet inspection technology. According to the matching degree of the unknown network data packet and the associated library, the service identification is realized. However, the existing service identification technology requires a large number of manual tests to obtain the characteristics of the identification elements of the sample data message and the service association database, which results in high testing costs and low identification efficiency...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06F17/16
CPCG06F17/16G06F18/24147
Inventor 梁勇华郑涛张渊戴晶华严俏艳张燕君
Owner GUANGDONG EASTONE CENTURY TECHNOLOGY CO LTD
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