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In order to make further significant researches on battlefield situation awareness, the paper summarized the challenges in the field at first, which can be listed as the following: the massive and large data makes situation understanding difficult; the rapid change of data makes situation prediction difficult; the complex and heterogeneous data makes situation display difficult. Aiming at the above problems, the paper then discussed the application of artificial intelligence technology, such as knowledge graph, natural language processing and expert system. The appropriate applyment of relevant artificial intelligence technology will greatly improve the capability of battlefield situation awareness.