Operational Action Identification Method from Knowledge Association Perspective
The situation data in complex battlefield environment presents large-scale and fragmented features,the knowledge graph technology is applied to situation awareness to recognize operations from the perspective of integrity and relevance.The knowledge graph of operational action is constructed.The situation data such as operational action types,operational forces and attributes are organized in the form of graph to realize the correlation of operational knowledge.An operational action recognition model based on knowledge is designed.The model can fully utilize the attribute information and association information in the graph to enrich the vector representation of entities.By measuring the authenticity of triples,the operational action types and the relationships between combat forces can be recognized.Experimental results show that the proposed method can effectively recognize operations and help the commander to analyze the battlefield situation in depth.
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