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Deep Learning for Adverse Event Detection From Web Search 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2022, 卷号: 34, 期号: 6, 页码: 2681-2695
Authors:  Ahmad, Faizan;  Abbasi, Ahmed;  Kitchens, Brent;  Adjeroh, Donald;  Zeng, Daniel
Favorite  |  View/Download:25/0  |  Submit date:2022/06/10
Event detection  Drugs  Deep learning  Twitter  Data mining  Context modeling  Automotive engineering  Adverse event detection  search queries  deep learning  auto encoders  query embeddings  user modeling  
Multi-level News Recommendation via Modeling Candidate Interactions 会议论文
, Online Conference, Mar. 4-6, 2022
Authors:  Sun, Ying;  Kong, Qingchao;  Mao, Wenji;  Tang, Shaoqiang
Adobe PDF(502Kb)  |  Favorite  |  View/Download:34/5  |  Submit date:2022/06/17
news recommendation  candidate news interaction  multi-level prediction  user modeling  
Domain-oriented News Recommendation in Security Applications 会议论文
, Virtual Conference, Nov. 2-3, 2021
Authors:  Sun, Ying;  Kong, Qingchao;  Huangfu, Luwen;  Pan, Jin
Adobe PDF(447Kb)  |  Favorite  |  View/Download:20/2  |  Submit date:2022/06/17
news recommendation  domain-specific user preference  security-related domain  user modeling  
Meta-path Augmented Sequential Recommendation with Contextual Co-attention Network 期刊论文
ACM Transactions on Multimedia Computing, Communications, and Applications(TOMM), 2020, 卷号: 16, 期号: 2, 页码: 1-24
Authors:  Huang, Xiaowen;  Qian, Shengsheng;  Fang, Quan;  Sang, Jitao;  Xu, Changsheng
View  |  Adobe PDF(2250Kb)  |  Favorite  |  View/Download:137/55  |  Submit date:2020/06/11
user modeling  sequential recommendation  self-attention  co-attention  meta-path  heterogenous information network  
Understanding Dynamic Cross-OSN Associations for Cold-Start Recommendation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 12, 页码: 3439-3451
Authors:  Sang, Jitao;  Yan, Ming;  Xu, Changsheng
Favorite  |  View/Download:140/0  |  Submit date:2019/01/08
Cross-OSN association  dynamic user modeling  cold-start recommendation  
A Unified Video Recommendation by Cross-Network User Modeling 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2016, 卷号: 12, 期号: 4, 页码: 1-24
Authors:  Yan, Ming;  Sang, Jitao;  Xu, Changsheng;  Hossain, M. Shamim
View  |  Adobe PDF(835Kb)  |  Favorite  |  View/Download:284/85  |  Submit date:2016/12/26
Algorithms  Experimentation  Performance  Personalized Video Recommendation  Cross-network Collaboration  User Modeling  
Cross-OSN User Modeling by Homogeneous Behavior Quantification and Local Social Regularization 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 卷号: 17, 期号: 12, 页码: 2259-2270
Authors:  Sang, Jitao;  Deng, Zhengyu;  Lu, Dongyuan;  Xu, Changsheng
Adobe PDF(2027Kb)  |  Favorite  |  View/Download:209/44  |  Submit date:2016/01/18
Behavior Fusion  Cross-osn User Modeling  Local Social Regularization  Personalization  Video Recommendation  
面向社交媒体的跨网络平台用户建模 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  邓拯宇
Adobe PDF(3842Kb)  |  Favorite  |  View/Download:559/1  |  Submit date:2015/09/02
跨平台用户建模  跨平台用户关联  跨平台协同  个性化推送  Cross-network Collaboration  Cross-network User Modeling  Cross-network User Identification  Personalization  
社会化推荐系统关键技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2013
Authors:  严强
Adobe PDF(1466Kb)  |  Favorite  |  View/Download:248/0  |  Submit date:2015/09/02
推荐系统  社交网络  社会化过滤  用户建模  排序学习  Recommender System  Social Networks  Social Filtering  User Modeling  Learning To Rank  
社交媒体中用户建模的关键技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2013
Authors:  许志恒
Adobe PDF(4458Kb)  |  Favorite  |  View/Download:190/0  |  Submit date:2015/09/02
社交媒体  用户建模  Twitter  个性化推荐  转发预测  行为建模  主题模型  Social Media  User Modeling  Twitter  Personalized Recommendatioin  Retweet Prediction  Behavior Modeling  Topic Models