中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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自动化研究所 [24]
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期刊论文 [47]
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Mitigating Confounding Bias in Practical Recommender Systems With Partially Inaccessible Exposure Status
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 2, 页码: 957-974
作者:
Cao, Tianwei
;
Xu, Qianqian
;
Yang, Zhiyong
;
Huang, Qingming
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2024/05/20
Recommender system
collaborative filtering
confounding bias
debias
counterfactual learning
Generalized Embedding Machines for Recommender Systems
期刊论文
OAI收割
Machine Intelligence Research, 2024, 卷号: 21, 期号: 3, 页码: 571-584
作者:
Enneng Yang
;
Xin Xin
;
Li Shen
;
Yudong Luo
;
Guibing Guo
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2024/05/23
Feature interactions, high-order interaction, factorization machine (FM), recommender system, graph neural network (GNN)
Topic-aware Intention Network for Explainable Recommendation with Knowledge Enhancement
期刊论文
OAI收割
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2023, 卷号: 41, 期号: 4, 页码: 23
作者:
Li, Qiming
;
Zhang, Zhao
;
Zhuang, Fuzhen
;
Xu, Yongjun
;
Li, Chao
  |  
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2023/12/04
Knowledge graph
recommender system
topic model
Negative Can Be Positive: Signed Graph Neural Networks for Recommendation
期刊论文
OAI收割
INFORMATION PROCESSING & MANAGEMENT, 2023, 卷号: 60, 期号: 4, 页码: 14
作者:
Huang, Junjie
;
Xie, Ruobing
;
Cao, Qi
;
Shen, Huawei
;
Zhang, Shaoliang
  |  
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2023/12/04
Negative feedback
Signed social networks
Graph Neural Networks
Recommender system
Self-Supervised learning for Conversational Recommendation
期刊论文
OAI收割
INFORMATION PROCESSING & MANAGEMENT, 2022, 卷号: 59, 期号: 6, 页码: 19
作者:
Li, Shuokai
;
Xie, Ruobing
;
Zhu, Yongchun
;
Zhuang, Fuzhen
;
Tang, Zhenwei
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/07/12
Conversational recommender system
Self-supervised learning
Knowledge
Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction
期刊论文
OAI收割
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 11, 页码: 8449-8464
作者:
Cao, Tianwei
;
Xu, Qianqian
;
Yang, Zhiyong
;
Huang, Qingming
  |  
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2023/07/12
Feature extraction
Predictive models
Wrapping
Frequency modulation
Computational modeling
Training
Recommender systems
Click-through rate prediction
recommender system
bilevel optimization
meta-learning
Uncertainty Estimation Based Doubly Robust Learning for Debiasing Recommendation
会议论文
OAI收割
Chengdu China, Nov. 26 - 28, 2022
作者:
Su CY(粟晨阳)
;
Qiang Liu(刘强)
;
Liang Wang(王亮)
  |  
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/06/29
Exposure-interaction
Recommender System
Doubly Robust
Selection Bias
Large-Scale and Scalable Latent Factor Analysis via Distributed Alternative Stochastic Gradient Descent for Recommender Systems
期刊论文
OAI收割
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 2, 页码: 420-431
作者:
Shi, Xiaoyu
;
He, Qiang
;
Luo, Xin
;
Bai, Yanan
;
Shang, Mingsheng
  |  
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/08/22
Recommender systems
Training
Optimization
Big Data
Cloud computing
Computational modeling
Sparse matrices
Recommender system
latent factor analysis
high-dimensional and sparse matrices
alternative stochastic gradient descent
distributed computing
A Novel Attention-based Global and Local Information Fusion Neural Network for Group Recommendation
期刊论文
OAI收割
Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 331-346
作者:
Song Zhang
;
Nan Zheng
;
Dan-Li Wang
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2024/04/23
Group recommendation
attentive neural network (ANN)
global information
local information
recommender system
Non-Negative Latent Factor Model Based on beta-Divergence for Recommender Systems
期刊论文
OAI收割
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 卷号: 51, 期号: 8, 页码: 4612-4623
作者:
Xin, Luo
;
Yuan, Ye
;
Zhou, MengChu
;
Liu, Zhigang
;
Shang, Mingsheng
  |  
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/08/20
beta-divergence
big data
high-dimensional and sparse (HiDS) matrix
industrial application
learning algorithm
non-negative latent factor (NLF) analysis
recommender system