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中国科学院计算技术研究所机构知识库
Institute of Computing Technology, Chinese Academy IR
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浏览/检索结果:
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Dynamic global structure enhanced multi-channel graph neural network for session-based recommendation
期刊论文
INFORMATION SCIENCES, 2023, 卷号: 624, 页码: 324-343
作者:
Zhu, Xiaofei
;
Tang, Gu
;
Wang, Pengfei
;
Li, Chenliang
;
Guo, Jiafeng
;
Dietze, Stefan
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2023/07/12
Recommendation system
Session-based recommendation
Graph neural network
Behavior modeling
Attention model
Representation learning
Rethinking Collaborative Metric Learning: Toward an Efficient Alternative Without Negative Sampling
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 1, 页码: 1017-1035
作者:
Bao, Shilong
;
Xu, Qianqian
;
Yang, Zhiyong
;
Cao, Xiaochun
;
Huang, Qingming
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2023/07/12
Recommendation system
collaborative metric learning
negative sampling
machine learning
Accurate and Explainable Recommendation via Hierarchical Attention Network Oriented Towards Crowd Intelligence
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 213, 页码: 13
作者:
Yang, Chao
;
Zhou, Weixin
;
Wang, Zhiyu
;
Jiang, Bin
;
Li, Dongsheng
;
Shen, Huawei
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2021/12/01
Crowd intelligence
Explainable recommendation
Hierarchical attention
Review representation
Recommender system
A mobile services recommendation system fuses implicit and explicit user trust relationships
期刊论文
JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS, 2021, 卷号: 13, 期号: 1, 页码: 21-35
作者:
Luo, Pengcheng
;
Zhang, Jilin
;
Wan, Jian
;
Zhao, Nailiang
;
Ren, Zujie
;
Zhou, Li
;
Shen, Jing
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2021/12/01
Collaborative filtering
data management
data mining
matrix factorization
recommendation system
social network
Adaptive Deep Modeling of Users and Items Using Side Information for Recommendation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 3, 页码: 737-748
作者:
Han, Jiayu
;
Zheng, Lei
;
Xu, Yuanbo
;
Zhang, Bangzuo
;
Zhuang, Fuzhen
;
Yu, Philip S.
;
Zuo, Wanli
收藏
  |  
浏览/下载:74/0
  |  
提交时间:2020/12/10
Adaptation models
Recommender systems
Feature extraction
Computational modeling
Predictive models
Task analysis
Adaptive systems
Adaptive user preference model
attention factor
convolutional neural network (CNN)
recommendation system
Trip Outfits Advisor: Location-Oriented Clothing Recommendation
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 卷号: 19, 期号: 11, 页码: 2533-2544
作者:
Zhang, Xishan
;
Jia, Jia
;
Gao, Ke
;
Zhang, Yongdong
;
Zhang, Dongming
;
Li, Jintao
;
Tian, Qi
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2019/12/12
Clothing recommendation
fashion analysis
location-based multimedia system
Supervised Collaborative Filtering Based on Ridge Alternating Least Squares and Iterative Projection Pursuit
期刊论文
IEEE ACCESS, 2017, 卷号: 5, 页码: 6600-6607
作者:
Chen, Bo-Wei
;
Ji, Wen
;
Rho, Seungmin
;
Gu, Yu
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2019/12/12
Incomplete data analysis
privacy preservation
supervised collaborative filtering
collaborative filtering (CF)
alternating least squares (ALS)
supervised data imputation
data imputation
singular value decomposition (SVD)
supervised nonnegative matrix factorization (NMF)
recommendation system
low-rank matrix approximation
matrix completion
matrix factorization
iterative projection pursuit