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Effects of the bipartite structure of a network on performance of recommenders 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 卷号: 492, 页码: 1257-1266
作者:  Wang, Qing-Xian;  Li, Jian;  Luo, Xin;  Xu, Jian-Jun;  Shang, Ming-Sheng
收藏  |  浏览/下载：124/0  |  提交时间：2018/03/16
Bipartite network  Clustering coefficient  Network density  User-item ratio  Recommender system  
Incremental Slope-one recommenders 期刊论文
NEUROCOMPUTING, 2018, 卷号: 272, 页码: 606-618
作者:  Wang, Qing-Xian;  Luo, Xin;  Li, Yan;  Shi, Xiao-Yu;  Gu, Liang;  Shang, Ming-Sheng
收藏  |  浏览/下载：157/0  |  提交时间：2018/03/05
Collaborative Filtering  Slope-one  Recommender System  Dynamic Datasets  Incremental Recommenders  
Long-term performance of collaborative filtering based recommenders in temporally evolving systems 期刊论文
NEUROCOMPUTING, 2017, 卷号: 267, 页码: 635-643
作者:  Shi, Xiaoyu;  Luo, Xin;  Shang, Mingsheng;  Gu, Liang
收藏  |  浏览/下载：105/0  |  提交时间：2018/03/05
Learning system  Recommender system  One-step recommendation  Long-term effect  Temporally evolving system  Bipartite network  
Water eutrophication assessment based on rough set and multidimensional cloud model 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2017, 卷号: 164, 页码: 103-112
作者:  Yan, Huyong;  Wu, Di;  Huang, Yu;  Wang, Guoyin;  Shang, Mingsheng;  Xu, Jianjun;  Shi, Xiaoyu;  Shan, Kun;  Zhou, Botian;  Zhao, Yufei
Adobe PDF(2910Kb)  |  收藏  |  浏览/下载：113/0  |  提交时间：2018/03/05
Eutrophication  Rough set  Multidimensional cloud model  
Long-term effects of user preference-oriented recommendation method on the evolution of online system 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 卷号: 467, 页码: 490-498
作者:  Shi, Xiaoyu;  Shang, Ming-Sheng;  Luo, Xin;  Khushnood, Abbas;  Li, Jian
收藏  |  浏览/下载：75/0  |  提交时间：2018/03/05
Recommender system  User preference-oriented  Personalized recommender method  Evolution  Diversity  
HScheduler: an optimal approach to minimize the makespan of multiple MapReduce jobs 期刊论文
JOURNAL OF SUPERCOMPUTING, 2016, 卷号: 72, 期号: 6, 页码: 2376-2393
作者:  Tian, Wenhong;  Li, Guozhong;  Yang, Wutong;  Buyya, Rajkumar
Adobe PDF(2705Kb)  |  收藏  |  浏览/下载：87/0  |  提交时间：2018/03/15
Hadoop  MapReduce  Batch workloads  Optimized schedule  Minimized makespan  
A Novel Approach to Extracting Non-Negative Latent Factors From Non-Negative Big Sparse Matrices 期刊论文
IEEE ACCESS, 2016, 卷号: 4, 页码: 2649-2655
作者:  Luo, Xin;  Zhou, Mengchu;  Shang, Mingsheng;  Li, Shuai;  Xia, Yunni
Adobe PDF(9487Kb)  |  收藏  |  浏览/下载：870/1  |  提交时间：2018/03/15
Latent factors  non-negativity  matrix factorization  non-negative big sparse matrix  big data  recommender system