On User Modelling for Personalised News Video Recommendation

被引：0
|
作者：
Hopfgartner, Frank [1 ]
Jose, Joemon M. [1 ]
机构：
[1] Univ Glasgow, Dept Comp Sci, Glasgow G12 8QQ, Lanark, Scotland
来源：
USER MODELING, ADAPTATION, AND PERSONALIZATION, PROCEEDINGS | 2009年 / 5535卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we introduce a novel approach for modelling user interests. Our approach captures users' evolving information needs, identifies aspects of their need and recommends relevant news items to the users. We introduce our approach within the context of personalised news video retrieval. A news video data set is used for experimentation. We employ a simulated user evaluation.
引用
收藏
页码：403 / 408
页数：6
相关论文
共 50 条
  • [1] Sports Event User Task Modelling for Personalised Video Streaming
    Meng, Dejian
    Wang, Zhenchen
    He, Liwen
    [J]. PROCEEDINGS OF 2013 IEEE 4TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS), 2012, : 664 - 667
  • [2] Semantic User Modelling for Personal News Video Retrieval
    Hopfgartner, Frank
    Jose, Joemon M.
    [J]. ADVANCES IN MULTIMEDIA MODELING, PROCEEDINGS, 2010, 5916 : 336 - 346
  • [3] Personalized News Video Recommendation
    Luo, Hangzai
    Fan, Jianping
    Keim, Daniel A.
    Satoh, Shin'ichi
    [J]. ADVANCES IN MULTIMEDIA MODELING, PROCEEDINGS, 2009, 5371 : 459 - +
  • [4] Semantic user profiling techniques for personalised multimedia recommendation
    Hopfgartner, Frank
    Jose, Joemon M.
    [J]. MULTIMEDIA SYSTEMS, 2010, 16 (4-5) : 255 - 274
  • [5] Semantic user profiling techniques for personalised multimedia recommendation
    Frank Hopfgartner
    Joemon M. Jose
    [J]. Multimedia Systems, 2010, 16 : 255 - 274
  • [6] User Fatigue in Online News Recommendation
    Ma, Hao
    Liu, Xueqing
    Shen, Zhihong
    [J]. PROCEEDINGS OF THE 25TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB (WWW'16), 2016, : 1363 - 1372
  • [7] Personalised mashups: Opportunities and challenges for user modelling
    Thang, Minh Dang
    Dimitrova, Vania
    Djemame, Karim
    [J]. USER MODELING 2007, PROCEEDINGS, 2007, 4511 : 415 - +
  • [8] UNBERT: User-News Matching BERT for News Recommendation
    Zhang, Qi
    Li, Jingjie
    Jia, Qinglin
    Wang, Chuyuan
    Zhu, Jieming
    Wang, Zhaowei
    He, Xiuqiang
    [J]. PROCEEDINGS OF THE THIRTIETH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, IJCAI 2021, 2021, : 3356 - 3362
  • [9] Leveraging Moderate User Data for News Recommendation
    Khattar, Dhruv
    Kumar, Vaibhav
    Varma, Vasudeva
    [J]. 2017 17TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW 2017), 2017, : 757 - 760
  • [10] An Effective News Recommendation Method for Microblog User
    Gu, Wanrong
    Dong, Shoubin
    Zeng, Zhizhao
    He, Jinchao
    [J]. SCIENTIFIC WORLD JOURNAL, 2014,
12345