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Prediction method and device based on knowledge graph, electronic equipment and storage medium

A technology of knowledge map and prediction method, which is applied in electronic equipment and storage media. The prediction method and device field based on knowledge map can solve problems such as immature prediction technology and unsystematic algorithms, and solve the problems of behavior law mining and prediction. Reduce decision-making errors and achieve short-term forecasting effects

Pending Publication Date: 2020-11-10
HARBIN ANTIY TECH
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Problems solved by technology

[0005] The embodiment of the present invention provides a knowledge map-based prediction method, device, electronic equipment, and storage medium to solve the problems that the existing network space target behavior prediction technology is not yet mature, and the established model and used algorithm are not yet systematic.

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  • Prediction method and device based on knowledge graph, electronic equipment and storage medium
  • Prediction method and device based on knowledge graph, electronic equipment and storage medium
  • Prediction method and device based on knowledge graph, electronic equipment and storage medium

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Embodiment Construction

[0028] The specific implementations of a prediction method, device, electronic equipment, and storage medium based on knowledge graphs provided by the embodiments of the present invention will be described below in conjunction with the accompanying drawings.

[0029] A prediction method based on a knowledge map provided by an embodiment of the present invention, such as figure 1 As shown, it specifically includes the following steps:

[0030] S101. Build a knowledge graph, the knowledge graph includes a schema layer and a data layer;

[0031] In 2012, Google proposed the concept of knowledge graph. Knowledge graph aims to describe the concept of objective time, entities, events and the relationship between them. Knowledge graph is essentially a knowledge base called semantic network, which has a directed graph structure. knowledge base; in the knowledge graph, if there is a relationship between two nodes, they will be connected together by an edge, then this node is called an e...

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Abstract

The embodiment of the invention provides a prediction method and device based on a knowledge graph, electronic equipment and a storage medium, and is used for solving the problems that an existing network space target behavior prediction technology is not mature yet, and an established model and a used algorithm are not systematic yet. The method comprises the following steps: constructing a knowledge graph, wherein the basic unit of the knowledge graph is a triple; wherein the knowledge graph comprises a mode layer and a data layer, and the triad is a time sequence triad; and based on the knowledge graph, predicting a relationship between a certain entity and other entities in the network space.

Description

technical field [0001] The present invention relates to the technical field of network security, in particular to a prediction method, device, electronic equipment and storage medium based on a knowledge graph. Background technique [0002] Cyberspace target behavior prediction, as an important link in the realization of military network security situation prediction and emergency response, can help military network managers to grasp the security status of military networks in a timely and accurate manner, and predict the possible attack hazards that the network may face in the future, so as to protect military networks. System resources and security facilities to make a reasonable allocation. Its technology is constantly evolving in response to the increasingly complex behavior of the network. At present, the research on cyberspace target behavior prediction technology at home and abroad has achieved certain results and progress, but there are still many areas that need to...

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Application Information

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IPC IPC(8): G06Q10/04G06F16/28G06F16/36G06N3/04
CPCG06Q10/04G06F16/288G06F16/367G06N3/044G06N3/045
Inventor 李佳楠赵超肖新光
Owner HARBIN ANTIY TECH