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A differentially private nonnegative matrix factorization for recommender system
期刊论文
Information Sciences, 2022, 卷号: 592, 页码: 21-35
作者:
Ran, Xun
;
Wang, Yong
;
Zhang, Leo Yu
;
Ma, Jun
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2022/04/21
Benchmarking
Collaborative filtering
Economic and social effects
Information services
Large dataset
Matrix algebra
Matrix factorization
Privacy-preserving techniques
Differential privacies
Factorization methods
Filtering problems
Imputation
Non-negativity
Nonnegative matrix factorization
Objective functions
Personalized information services
Polynomial expression
User data
A differentially private matrix factorization based on vector perturbation for recommender system
期刊论文
Neurocomputing, 2022, 卷号: 483, 页码: 32-41
作者:
Ran, Xun
;
Wang, Yong
;
Zhang, Leo Yu
;
Ma, Jun
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2022/04/21
Benchmarking
Data privacy
Matrix algebra
Matrix factorization
Sensitivity analysis
Differential privacies
Error accumulation
Factorization techniques
Matrix factorizations
Multiple iterations
Objective functions
Privacy preservation
Privacy protection
User data
Vector perturbation
Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2021, 卷号: 8, 期号: 2, 页码: 402-411
作者:
Luo, Xin
;
Qin, Wen
;
Dong, Ani
;
Sedraoui, Khaled
;
Zhou, MengChu
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  |  
浏览/下载:20/0
  |  
提交时间:2021/03/17
Big data
industrial application
industrial data
latent factor analysis
machine learning
parallel algorithm
recommender system (RS)
stochastic gradient descent (SGD)
Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 402-411
作者:
Xin Luo
;
Wen Qin
;
Ani Dong
;
Khaled Sedraoui
;
MengChu Zhou
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  |  
浏览/下载:25/0
  |  
提交时间:2021/04/09
Big data
industrial application
industrial data
latent factor analysis
machine learning
parallel algorithm
recommender system (RS)
stochastic gradient descent (SGD)
Exploring Exposure Bias in Recommender Systems from Causality Perspective
会议论文
Hainan Island, China, 2021-12-06
作者:
Yang, Yi
;
Li, Meng
;
Hu, Xueyang
;
Pan, Guoyang
;
Huang, Weixing
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  |  
浏览/下载:14/0
  |  
提交时间:2022/03/31
exposure bias
causal inference
implicit feedback
survey
causality
recommender system
A hybrid recommendation system with many-objective evolutionary algorithm
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2020, 卷号: 159, 页码: 10
作者:
Cai, Xingjuan
;
Hu, Zhaoming
;
Zhao, Peng
;
Zhang, WenSheng
;
Chen, Jinjun
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  |  
浏览/下载:27/0
  |  
提交时间:2021/01/06
Recommendation systems
Many-objective optimization
Hybrid recommender algorithm
Collaborative filtering
TruCom: Exploiting Domain-Specific Trust Networks for Multicategory Item Recommendation
期刊论文
IEEE SYSTEMS JOURNAL, 2017, 卷号: 11, 页码: 295-304
作者:
Liu, Haifeng
;
Xia, Feng
;
Chen, Zhen
;
Asabere, Nana Yaw
;
Ma, Jianhua
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/02
Collaborative filtering (CF)
item recommendation
matrix factorization (MF)
recommender system (RS)
trust networks
Rating Prediction Based on Social Sentiment From Textual Reviews
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 期号: [db:dc_citation_issue], 页码: 1910-1921
作者:
Lei, Xiaojiang
;
Qian, Xueming
;
Zhao, Guoshuai
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/02
sentiment influence
Item reputation
recommender system (RS)
user sentiment
reviews
rating prediction
Modeling Temporal Effectiveness for Context-aware Web Services Recommendation
会议论文
Web Services ICWS IEEE International Conference, New York, NY, JUN 27-JUL 02, 2015
作者:
Fan, XL
;
Hu, YK
;
Zhang, RS
;
Chen, WB
;
Brezillon, P
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  |  
浏览/下载:4/0
  |  
提交时间:2017/01/18
context awareness
web services
recommender system
QoS
temporal effectiveness
Context-Aware Web Services Recommendation Based on User Preference Expansion
会议论文
9th Asia-Pacific Services Computing Conference (APSCC), Bangkok, THAILAND, DEC 07-09, 2015
作者:
Hu, YK
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  |  
浏览/下载:4/0
  |  
提交时间:2017/01/18
Context awareness
Web service
Recommender system
QoS
Preference expansion
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