Deep Learning Based Recommendation: A Survey

被引：31
|
作者：
Liu, Juntao [1 ]
Wu, Caihua [2 ]
机构：
[1] China Shipbldg Ind Corp, Res Inst 709, Wuhan, Hubei, Peoples R China
[2] Air Force Early Warning Acad, Huang Pi NCO Sch, Sect Automat Command, Wuhan, Hubei, Peoples R China
来源：
INFORMATION SCIENCE AND APPLICATIONS 2017, ICISA 2017 | 2017年 / 424卷
基金：
中国国家自然科学基金;
关键词：
Deep learning; Recommendation; Neural network; SYSTEMS;
D O I：
10.1007/978-981-10-4154-9_52
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Due to the great success, deep learning gains much attentions in the research field of recommendation. In this paper, we review the deep learning based recommendation approaches and propose a classification framework, by which the deep learning based recommendation approaches are divided according to the input and output of the approaches. We also give the possible research directions in the future.
引用
收藏
页码：451 / 458
页数：8
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