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Coupled Topic Model for Collaborative Filtering With User-Generated Content 期刊论文
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2016, 卷号: 46, 期号: 6, 页码: 908-920
Authors:  Wu, Shu;  Guo, Weiyu;  Xu, Song;  Huang, Yongzhen;  Wang, Liang;  Tan, Tieniu
View  |  Adobe PDF(997Kb)  |  Favorite  |  View/Download:158/73  |  Submit date:2016/10/24
Collaborative Filtering (Cf)  Recommender Systems (Rs)  Topic Model  User-generated Content (Ugc)  
Contextual Operation for Recommender Systems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 8, 页码: 2000-2012
Authors:  Wu, Shu;  Liu, Qiang;  Wang, Liang;  Tan, Tieniu
View  |  Adobe PDF(996Kb)  |  Favorite  |  View/Download:91/17  |  Submit date:2016/10/20
Recommender Systems  Context-aware  Contextual Information  Context Representation  Context Operation  
A framework for diversifying recommendation lists by user interest expansion 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2016, 卷号: 105, 期号: 1, 页码: 83-95
Authors:  Zhang, Zhu;  Zheng, Xiaolong;  Zeng, Daniel Dajun
View  |  Adobe PDF(4205Kb)  |  Favorite  |  View/Download:80/7  |  Submit date:2016/10/20
Recommender Systems  Collaborative Filtering  Diversity  Interest Expansion  Social Tagging System  
无权访问的条目 期刊论文
Authors:  Zhang, Zhu;  Zheng, Xiaolong;  Zeng, Daniel Dajun
Favorite  |  View/Download:8/0  |  Submit date:2019/10/08
Modeling Idle Customers to Tackle the Sparsity Problem in Time-dependent Recommendation 会议论文
The 37th International Conference on Information Systems, Dublin, Ireland, 2016-12-11
Authors:  Zhang, Haidong;  Ni, Wancheng;  Li, Xin;  Yang, Yiping
View  |  Adobe PDF(152Kb)  |  Favorite  |  View/Download:106/31  |  Submit date:2017/01/19
Recommender Systems  Data Sparsity  Collaborative Filtering  Hidden Markov Model  
How friends affect user behaviors? An exploration of social relation analysis for recommendation 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2015, 卷号: 88, 期号: 1, 页码: 70-84
Authors:  Yuan, Ting;  Cheng, Jian;  Zhang, Xi;  Liu, Qingshan;  Lu, Hanqing
View  |  Adobe PDF(1494Kb)  |  Favorite  |  View/Download:135/35  |  Submit date:2015/11/12
Recommender Systems  Social Recommendation  Social Relation Analysis  
Incremental Matrix Factorization via Feature Space Re-learning for Recommender System 会议论文
ACM Digital Library, Vienna, Austria, September 16–20, 2015
Authors:  Qiang Song;  Jian Cheng;  Hanqing Lu
View  |  Adobe PDF(77219Kb)  |  Favorite  |  View/Download:68/5  |  Submit date:2016/06/20
Recommender systems+matrix factorization+sketching  
Personalized Recommendation Meets Your Next Favorite 会议论文
ACM Digital Library, Melbourne, Australia, Oct 19-23, 2015
Authors:  Qiang Song;  Jian Cheng;  Ting Yuan;  Hanqing Lu
View  |  Adobe PDF(1941Kb)  |  Favorite  |  View/Download:72/25  |  Submit date:2016/06/20
Recommender systems+sequential data+personalized  
基于多领域用户兴趣预测的推荐系统研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  张希
Adobe PDF(8514Kb)  |  Favorite  |  View/Download:163/0  |  Submit date:2015/09/02
推荐系统  协同过滤  多领域推荐  数据稀疏性  冷启动  Recommender Systems  Collaborative Filtering  Multi-domain Recommendation  Data Sparsity  Cold Start Problem  
基于异质信息的推荐系统研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  袁婷
Adobe PDF(2357Kb)  |  Favorite  |  View/Download:228/0  |  Submit date:2015/09/02
推荐系统  异质信息  矩阵分解  协同过滤  Recommender Systems  Heterogenous Information  Matrix Factorization  Collaborative Filtering