Interaction behavior prediction method and device based on sequential network mining and electronic equipment

A technology of time series network and prediction method, applied in the field of network communication, can solve the problems of incomplete summary of communication interaction behavior rules and inaccurate behavior prediction.

Pending Publication Date: 2021-08-06
NAT UNIV OF DEFENSE TECH
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Problems solved by technology

[0004] In view of this, the purpose of one or more embodiments of this specification is to propose a time-series network mining-based interactive behavior prediction met

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  • Interaction behavior prediction method and device based on sequential network mining and electronic equipment
  • Interaction behavior prediction method and device based on sequential network mining and electronic equipment
  • Interaction behavior prediction method and device based on sequential network mining and electronic equipment

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[0074] In order to make the purpose, technical solutions and advantages of the present disclosure clearer, the present disclosure will be further described in detail below in conjunction with specific embodiments and with reference to the accompanying drawings.

[0075] It should be noted that, unless otherwise defined, the technical terms or scientific terms used in one or more embodiments of the present specification shall have ordinary meanings understood by those skilled in the art to which the present disclosure belongs. "Comprising" or "comprising" and similar words mean that the elements or items appearing before the word include the elements or items listed after the word and their equivalents, without excluding other elements or items. Words such as "connected" or "connected" are not limited to physical or mechanical connections, but may include electrical connections, whether direct or indirect.

[0076] Seasonal periodic behavior generally exists in network communic...

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Abstract

The invention provides an interaction behavior prediction method based on sequential network mining, which is comprehensive in communication interaction behavior rule summarization and capable of accurately predicting interaction behaviors, and comprises the following steps: constructing an interaction behavior sequential network according to network communication interaction behavior records; according to a period target parameter and a season target parameter, screening period and season sub-graphs from the time sequence network as nodes, and constructing a sub-graph spanning tree; and according to an attention target parameter, screening out a maximum period season sub-graph from the sub-graph spanning tree, determining a network communication interaction behavior rule, and predicting a network interaction behavior by using the network communication interaction behavior rule. The device comprises a sequential network module, a parameter setting module, a sub-graph spanning tree module, a sub-graph screening module and a behavior prediction module. The electronic equipment comprises a memory, a processor and a computer program which is stored on the memory and can run on the processor to realize the interactive behavior prediction method based on sequential network mining.

Description

technical field [0001] One or more embodiments of this specification relate to the field of network communication technologies, and in particular to a method, device and electronic device for predicting interactive behavior based on time series network mining. Background technique [0002] With the continuous development of Internet network technology, people rely more and more on the Internet for communication and information interaction, and more and more data are transmitted through the Internet network. When a large amount of data is transmitted in the network at the same time, it is easy to cause network congestion, which puts higher requirements on the stability and reliability of the communication network. [0003] In order to solve the problem of network congestion, a better idea is to predict the communication interaction behavior in the network, and selectively allocate more network communication resources to the corresponding users when the user communication inte...

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Application Information

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IPC IPC(8): H04L12/24
CPCH04L41/147
Inventor 郭得科张千桢袁昊廖汉龙罗来龙
Owner NAT UNIV OF DEFENSE TECH
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