| ［1］ |
He X N, Liao L Z, Zhang H W,et al.Neural collaborative filtering［C］∥Proc of the International Conference on World Wide Web,2017:173-182.
|
| ［2］ |
Cheng H T,Koc L, Harmsen J,et al.Wide & Deep learning for recommender systems［C］∥Proc of the 1st Workshop on Deep Learning for Recommender Systems,2016:7-10.
|
| ［3］ |
Wang R X,Fu B, Fu G, et al.Deep & Cross network for Ad click predictions［C］∥Proc of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,2017:1-7.
|
| ［4］ |
Guo H F,Tang R M,Ye Y M,et al.DeepFM:A factorization- machine based neural network for CTR prediction［C］∥Proc of the 26th International Joint Conference on Artificial Intelligence,2017:1725-1731.
|
| ［5］ |
Wang X,He X N,Wang M,et al.Neural graph collaborative filtering［C］∥Proc of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval,2019:165-174.
|
| ［6］ |
Ying R,He R N,Chen K F,et al.Graph convolutional neural networks for web-scale recommender systems［C］∥Proc of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining，2018:974-983.
|
| ［7］ |
Wang H W,Zhang F Z,Wang J L,et al.Exploring high-order user preference on the knowledge graph for recommender systems［J］.ACM Transactions on Information Systems,2019,37(3):1-26.
|
| ［8］ |
Rong Pei, Su Fan-jun.Personalized recommendation algorithm based on knowledge graph attention network［J］.Application Research of Computers,2021,38(2):398-402.(in Chinese)
|
| ［9］ |
Shen Yuan,Huang Zhi-liang,Hu Biao, et al.Research on battlefield situation intelligent push based on Doc2Vec and deep neural network［J］.Intelligent Computer and Applications,2020,10(1):50-55.(in Chinese)
|
| ［10］ |
Wang Zhong-wei,Qiu Hang-ping,Sun Yi,et al.Intelligent recommendation technology for military information service ［J］.Command Control & Simulation,2019,41(4):114-119.(in Chinese)
|
| ［11］ |
Yuan Ren-jin.Research on key technologies of military news personalization recommendation［D］.Zhengzhou:PLA Strategic Support Force Information Engineering University,2018.(in Chinese)
|
| ［12］ |
Rendle S. Factorization machines［C］∥Proc of the 10th IEEE International Conference on Data Mining,2010:995-1000.
|
| ［13］ |
He K M, Zhang X Y, Ren S Q, et al.Deep residual learning for image recognition［C］∥Proc of IEEE Conference on Computer Vision and Pattern Recognition,2016:770-778.
|
| ［14］ |
Srivastava N,Hinton G,Krizhevsky A,et al.Dropout:A simple way to prevent neural networks from overfitting［J］.Journal of Machine Learning Research,2014,15(1):1929-1958.
|
| ［15］ |
He X N,Chua T S.Neural factorization machines for sparse predictive analytics［C］∥Proc of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval,2017:355-364.
|
|
附中文参考文献：
|
| ［8］ |
荣沛,苏凡军.基于知识图注意网络的个性化推荐算法［J］.计算机应用研究,2021,38(2):398-402.
|
| ［9］ |
申远,黄志良,胡彪，等.基于Doc2Vec和深度神经网络的战场态势智能推送研究［J］.智能计算机与应用,2020,10(1):50-55.
|
| ［10］ |
王中伟,裘杭萍,孙毅,等.面向军事信息服务的智能推荐技术［J］.指挥控制与仿真,2019,41(4):114-119.
|
| ［11］ |
袁仁进.军事新闻个性化推荐关键技术研究［D］.郑州:中国人民解放军战略支援部队信息工程大学,2018.
|
