Intelligent plan recommendation method based on knowledge graph
A technology of knowledge graph and recommendation method, which is applied in the field of intelligent recommendation of pre-plans based on knowledge graphs, can solve problems such as difficult to solve the ambiguity of specific scenarios, quantitative evaluation of pre-plan optimization, difficulty in obtaining, artificial intelligence deep learning constraints, etc., to improve pre-plans The effect of recommendation speed and accuracy
A technology of knowledge graph and recommendation method, which is applied in the field of intelligent recommendation of pre-plans based on knowledge graphs, can solve problems such as difficult to solve the ambiguity of specific scenarios, quantitative evaluation of pre-plan optimization, difficulty in obtaining, artificial intelligence deep learning constraints, etc., to improve pre-plans The effect of recommendation speed and accuracy
CN112463980AInactive Publication Date: 2021-03-09南京摄星智能科技有限公司
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[0038] The intelligent recommendation method of the plan based on the knowledge map, the construction technology of the knowledge map and the semantic matching technology of the plan, by processing massive structured data, semi-structured data and unstructured data, extract the entities, relationships and attributes, and build a comprehensive Practical knowledge map; then, based on the knowledge map, study the plan recommendation technology, and select several plans that match the scene from the plan library and recommend them to commanders and fighters.
[0039] The present invention will be further described in conjunction with specific embodiments below.
[0040] 1. Knowledge map construction
[0041] The knowledge map is constructed in a bottom-up manner, and the preliminary construction of the knowledge map is completed through three steps of information extraction, knowledge fusion, and knowledge processing, and then the iteration, optimization and update of the knowledg...
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The invention provides an intelligent plan recommendation method based on a knowledge graph, and the method comprises the steps: building the knowledge graph in a mode from bottom to top, completing the preliminary construction of the knowledge graph through three steps: information extraction, knowledge fusion and knowledge processing, and carrying out the iteration, optimization and updating ofthe knowledge graph through repeating the three steps. According to the recommendation method, entities, relationships and attributes in massive structured data, semi-structured data and non-structured data can be extracted by processing the massive structured data, semi-structured data and non-structured data, and a comprehensive and practical knowledge graph is constructed; and based on the knowledge graph, a plan recommendation technology is researched, a plurality of schemes matched with the scene is optimized from a plan library, and the schemes are recommended to commanders and fighters.
Description
technical field [0001] The invention belongs to the technical field of building knowledge graphs, in particular to an intelligent recommendation method for a plan based on knowledge graphs. Background technique [0002] Specifically, the knowledge map combines the theories and methods of applied mathematics, graphics, information visualization technology, information science and other disciplines with metrology citation analysis, co-occurrence analysis, etc. The core structure, development history, frontier fields, and overall knowledge structure achieve the modern theory of multidisciplinary integration. It displays complex knowledge fields through data mining, information processing, knowledge measurement and graphic drawing, reveals the dynamic development law of knowledge fields, and provides practical and valuable references for subject research. [0003] In the usual process of building knowledge graphs, recommendation technologies based on pragmatic level matching su...
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Patent Timeline
09 Mar 2021
Publication
CN112463980A
- IPC
- G06F16/36; G06F40/295; G06F40/117; G06F40/30; G06K9/62; G06F16/335
- CPC
- G06F16/367; G06F40/295; G06F40/30; G06F40/117; G06F16/335; G06F18/22
- Inventors
- 暴利花; 杨理想