Construction and Combination of Operational Domain Knowledge Graphs for Inference Decision

Le résumé fourni par la source

This paper proposes a novel inference decision method based on Entity Function Knowledge Graph (EFKG) and Event Chain Knowledge Graph (EventCKG). In the combat domain, EFKG can be constructed through historical cases crawling, operational tasks sorting, historical combat tasks sorting of target entity, entity generalization, and operational targets finding of entity weapon, as well as battlefield target generation. And EventCKG can be built through the course sorting of performing operational tasks, entity generalization and battlefield target generalization. On the basis of the most threatening and cooperating entities concluded from comprehension of the current battle scenario, EFKG and EventCKG, the entity dispatched by the blue force can be determined, and what operational task to perform and which instructions to execute by it can be generated and evaluated to achieve the desired operational effect. The optimal instruction will be recommended to the combat commander for command decision.

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