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Named Entity Recognition (NER) can be used to identify times, locations, organizations and persons in texts. In this study, the potential added value of NER in the military analysis process is tested through an experiment. The military analysis process is a highly sensitive area of work that requires a high degree of maturity of NER. As part of the experimental test, a demonstrator deepCOM was developed. The results of the experiment show, on the one hand, that there is a clear added value of artificial intelligence in military information processing. On the other hand, the specificity of NER shows that the added value can be further increased by more precise labeling.

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The Application of Named Entity Recognition in Military Intelligence

  • 会议论文

  • 发表日期：

    2025年

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  • Christian Nitzl,
  • Achim Cyran,
  • Sascha Krstanovic,
  • Uwe M. Borghoff

摘要

Named Entity Recognition (NER) can be used to identify times, locations, organizations and persons in texts. In this study, the potential added value of NER in the military analysis process is tested through an experiment. The military analysis process is a highly sensitive area of work that requires a high degree of maturity of NER. As part of the experimental test, a demonstrator deepCOM was developed. The results of the experiment show, on the one hand, that there is a clear added value of artificial intelligence in military information processing. On the other hand, the specificity of NER shows that the added value can be further increased by more precise labeling.