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中国科学院重庆绿色智能技术研究院机构知识库
KMS Chongqing Institute of Green and Intelligent Technology, CAS
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Relieving Popularity Bias in Interactive Recommendation: A Diversity-Novelty-Aware Reinforcement Learning Approach
期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2024, 卷号: 42, 期号: 2, 页码: 30
作者:
Shi, Xiaoyu
;
Liu, Quanliang
;
Xie, Hong
;
Wu, Di
;
Peng, Bo
;
Shang, Mingsheng
;
Lian, Defu
收藏
  |  
浏览/下载:187/0
  |  
提交时间:2024/04/07
Interactive recommendation
popularity bias
item fairness
reinfor cement learning
Robust and efficient algorithms for conversational contextual bandit
期刊论文
INFORMATION SCIENCES, 2024, 卷号: 657, 页码: 17
作者:
Gu, Haoran
;
Xia, Yunni
;
Xie, Hong
;
Shi, Xiaoyu
;
Shang, Mingsheng
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2024/02/23
Conversational contextual bandit
Imbalanced conversation feedback
Upper confidence bound
Regret analysis
Probabilistic Modeling of Assimilate-Contrast Effects in Online Rating Systems
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 2, 页码: 795-808
作者:
Xie, Hong
;
Zhong, Mingze
;
Shi, Xiaoyu
;
Zhang, Xiaoying
;
Zhong, Jiang
;
Shang, Mingsheng
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/04/07
Online rating system
assimilate-contrast effects
rating prediction
recommendation
Neighbor importance-aware graph collaborative filtering for item recommendation
期刊论文
NEUROCOMPUTING, 2023, 卷号: 549, 页码: 12
作者:
Wang, Qingxian
;
Wu, Suqiang
;
Bai, Yanan
;
Liu, Quanliang
;
Shi, Xiaoyu
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/12/25
Graph neural networks
Recommender system
Node importance
Collaborative filtering
Representation learning
Hyperparameter Learning for Deep Learning-Based Recommender Systems
期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2023, 卷号: 16, 期号: 4, 页码: 2699-2712
作者:
Wu, Di
;
Sun, Bo
;
Shang, Mingsheng
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  |  
浏览/下载:11/0
  |  
提交时间:2023/12/25
Terms-Deep learning
differential evolution
grid search
hyperparameter tuning
online services
recommender systems
A Nonlinear PID-Incorporated Adaptive Stochastic Gradient Descent Algorithm for Latent Factor Analysis
期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 15
作者:
Li, Jinli
;
Luo, Xin
;
Yuan, Ye
;
Gao, Shangce
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  |  
浏览/下载:181/0
  |  
提交时间:2023/12/25
High-dimensional and incomplete data
latent factor analysis
stochastic gradient descent
nonlinear proportional integral derivation
particle swarm optimization
parameter adaptation
Generalized Nesterov's Acceleration-Incorporated, Non-Negative and Adaptive Latent Factor Analysis
期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2022, 卷号: 15, 期号: 5, 页码: 2809-2823
作者:
Luo, Xin
;
Zhou, Yue
;
Liu, Zhigang
;
Hu, Lun
;
Zhou, MengChu
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  |  
浏览/下载:77/0
  |  
提交时间:2022/12/26
Computational modeling
Acceleration
Sparse matrices
Adaptation models
Training
Data models
Convergence
Services computing
service application
big data
latent factor analysis
non-negative latent factor model
high-dimensional and sparse matrix
recommender system
missing data
A Data-Characteristic-Aware Latent Factor Model for Web Services QoS Prediction
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 6, 页码: 2525-2538
作者:
Wu, Di
;
Luo, Xin
;
Shang, Mingsheng
;
He, Yi
;
Wang, Guoyin
;
Wu, Xindong
收藏
  |  
浏览/下载:65/0
  |  
提交时间:2022/08/22
Web Service
quality-of-service
QoS
latent factor analysis
density peak
data-characteristic-aware
missing data
big data
topological neighborhood
noise data
service selection
data science
Large-Scale Affine Matrix Rank Minimization With a Novel Nonconvex Regularizer
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:
Wang, Zhi
;
Liu, Yu
;
Luo, Xin
;
Wang, Jianjun
;
Gao, Chao
;
Peng, Dezhong
;
Chen, Wu
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2022/08/22
Minimization
Convergence
Tensors
Optimization
Analytical models
Data models
Data analysis
Inexact proximal step
low-rank minimization
matrix completion
novel nonconvex regularizer
robust principal component analysis (RPCA)
tensor completion
Soil microhabitats mediate microbial response in organic reduced tillage cropping
期刊论文
APPLIED SOIL ECOLOGY, 2019, 卷号: 137, 页码: 39-48
作者:
Puerta, Viviana Loaiza
;
Pereira, Engil Pujol
;
Huang, Ping
;
Wittwer, Raphael
;
Six, Johan
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浏览/下载:162/0
  |  
提交时间:2019/04/18
Conservation tillage
Cover crops
Nitrogen
Gene abundance
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