基于深度学习的军事情报智能推荐技术研究

军事情报推荐系统是帮助指挥员快速获取情报信息的有力工具，深度学习技术是人工智能领域的研究热点，基于深度学习的智能推荐技术已成为军事情报领域应用与研究的重点方向。本文介绍了情报推荐技术的军事背景与一般框架，系统梳理了5种典型的基于深度学习的推荐算法，对各类技术在不同应用场景下的主要优缺点进行了对比；最后总结了基于深度学习的智能推荐算法在军事情报中的具体应用，并根据军事情报智能推荐的特点，提出未来可能的研究方向，为后期研究提供依据与参考。

Research on Intelligent Recommendation Technology of Military Intelligence Based on Deep Learning

Military intelligence recommendation system is a powerful tool to help commanders obtain intelligence information quickly. Deep learning technology is a research hotspot in the field of artificial intelligence, and intelligent recommendation technology based on deep learning has become a key direction of application and research in the field of military intelligence. In this research, the military background and general framework of intelligence recommendation technology were introduced, five typical deep learning based intelligent recommendation algorithms were systematically summarized, and the main advantages and disadvantages of each type of technology in different application scenarios were contrasted; finally, the specific applications of deep learning based intelligent recommendation algorithms in military intelligence were summarized., and possible future research directions were proposed according to the characteristics of intelligent recommendation of military intelligence to provide a basis and reference for later research.