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Task-based query and recommendation method and system for weapon equipment knowledge graph

A technology of knowledge graph and recommendation method, applied in the field of big data mining, can solve problems such as few breakthroughs in mining, cognition, and recommendation work

Pending Publication Date: 2021-01-19
SHANDONG CHAOYUE DATA CONTROL ELECTRONICS CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Up to now, the main fields of weaponry and equipment information are basically concentrated in the basic information database of weaponry and equipment, the current capability query system of weaponry and task statistical analysis system, etc. work with few breakthroughs

Method used

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  • Task-based query and recommendation method and system for weapon equipment knowledge graph
  • Task-based query and recommendation method and system for weapon equipment knowledge graph
  • Task-based query and recommendation method and system for weapon equipment knowledge graph

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0056] In the task-based query and recommendation method of weaponry knowledge map of the present invention, the ternary entity of weaponry is the overall cognition of the weaponry, and on the basis of gathering the basic information and dynamic capability information of the weaponry, through the standardization and visualization of data , carry out all-round information display, analysis and excavation on weapons and equipment, and build a knowledge map of weapon entities; this invention is the first to propose in the field of military weapon and equipment portraits: a "two-dimensional and four-level" equipment entity system, two-dimensional refers to the general Data division is divided into two data processing dimensions: data display dimension and data analysis dimension. The fourth level refers to the establishment of "weapon and equipment entity label - weapon and equipment capability label - weapon and equipment knowledge map label - task-based recommended equipment entit...

Embodiment 2

[0103] The query and recommendation system of the task-based weapons and equipment knowledge graph of the present invention, the system includes:

[0104] The weapon equipment entity label construction unit is used to extract the basic information of the weapon equipment entity into the basic information label of the equipment entity by analyzing, filtering and cleaning the basic information of the weapon equipment entity;

[0105] The weapon equipment capability label construction unit is used to extract the recent dynamic behavior of the weapon equipment capability into the capability behavior label of the weapon equipment through the analysis, filtering and cleaning of the recent dynamic behavior of the weapon equipment capability;

[0106] The weapon equipment knowledge map label construction unit is used to give the cognitive label of the equipment capability after comprehensive analysis of the basic information label and capability behavior label of the weapon equipment e...

Embodiment 3

[0120] An embodiment of the present invention also provides an electronic device, including: a memory and at least one processor;

[0121] Wherein, the memory stores computer-executable instructions;

[0122] The at least one processor executes the computer-executed instructions stored in the memory, so that the at least one processor executes the query and recommendation method of the task-based weaponry knowledge graph in any embodiment.

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Abstract

The invention discloses a task-based query and recommendation method and system for a weapon equipment knowledge graph, belongs to the field of big data mining, and aims to solve the technical problemof how to realize query and recommendation of the weapon equipment knowledge graph by utilizing advanced technologies of Internet industries such as the knowledge graph and the like. According to thetechnical scheme, a weapon equipment ternary entity is used for overall cognition of weapons, on the basis of gathering basic information and dynamic capacity information of the weapon equipment, comprehensive information display, analysis and mining are conducted on the weapon equipment through standardization and visualization of data, and a knowledge graph of the weapon entity is constructed;the invention specifically comprises the following steps: S1, constructing a weapon equipment entity label: extracting basic information of a weapon equipment entity into a basic information label ofthe equipment entity by analyzing, filtering and cleaning the basic information of the weapon equipment entity; S2, constructing a weapon equipment capability label; S3, constructing a weapon equipment knowledge graph label; and S4, constructing an equipment entity label based on task recommendation.

Description

technical field [0001] The invention relates to the field of big data mining, in particular to a task-based query and recommendation method and system for weaponry knowledge graphs. Background technique [0002] Over the years, the weapons and equipment system has been exploring the use of information technology such as knowledge graphs to achieve refined management of weapons and equipment and to transform the management of equipment use during missions. Up to now, the main fields of weaponry and equipment information are basically concentrated in the basic information database of weaponry and equipment, the current capability query system of weaponry and task statistical analysis system, etc. Work rarely breaks through. Therefore, how to use advanced technologies in the Internet industry such as knowledge graphs to realize the query and recommendation of knowledge graphs for weapons and equipment is an urgent problem to be solved. Contents of the invention [0003] The...

Claims

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Application Information

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IPC IPC(8): G06F16/36G06F16/25G06F16/215G06F16/2458G06F16/28G06K9/62
CPCG06F16/367G06F16/254G06F16/215G06F16/283G06F16/285G06F16/2462G06F18/2135G06F18/23213
Inventor 高长胜毕茂华马晓光
Owner SHANDONG CHAOYUE DATA CONTROL ELECTRONICS CO LTD
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