On User Modelling for Personalised News Video Recommendation

机译：关于个性化新闻视频推荐的用户建模

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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.

机译：在本文中，我们介绍了一种用于建模用户兴趣的新颖方法。我们的方法可以捕获用户不断发展的信息需求，确定其需求的各个方面，并向用户推荐相关新闻。我们在个性化新闻视频检索的背景下介绍我们的方法。新闻视频数据集用于实验。我们采用了模拟的用户评估。

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《User modeling, adaptation, and personalization》|2009年|403-408|共6页
会议地点 Trento(IT);Trento(IT)
作者
Prank Hopfgartner; Joemon M. Jose;
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作者单位

Department of Computing Science University of Glasgow Glasgow, United Kingdom;

Department of Computing Science University of Glasgow Glasgow, United Kingdom;

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原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;
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专利

1. Personalised News and Blog Recommendations based onrnUser Location, Facebook and Twitter User Profiling [J] . Gabriella Kazai, Iskander Yusof, Daoud Clarke ACM SIGIR FORUM . 2016,第JULa17a21CD期

机译：基于用户位置，Facebook和Twitter用户配置文件的个性化新闻和博客建议
2. VideoTopic: Modeling User Interests for Content-Based Video Recommendation [J] . Qiusha Zhu, Mei-Ling Shyu, Haohong Wang International journal of multimedia data engineering & management . 2014,第4期

机译：VideoTopic：为基于内容的视频推荐建模用户兴趣
3. Personalised news filtering and recommendation system using Chi-square statistics-based K-nearest neighbour ((SB)-S-2-KNN) model [J] . Adeniyi D. A., Wei Z., Yang Y. Enterprise information systems . 2017,第6a10期

机译：使用基于卡方统计的K近邻（（SB）-S-2-KNN）模型的个性化新闻过滤和推荐系统
4. On User Modelling for Personalised News Video Recommendation [C] . Frank Hopfgartner, Joemon M. Jose International Conference on User Modeling, Adaptation, and Personalization . 2009

机译：关于个性化新闻视频推荐用户建模
5. Mixed-initiative multimedia for mobile devices: Design of a semantically relevant low latency system for news video recommendations. [D] . Lee, Jeannie Su Ann. 2010

机译：用于移动设备的混合启动多媒体：用于新闻视频推荐的语义相关的低延迟系统的设计。
6. Creation of a brand model through SEM to predict users’ loyalty and recommendations regarding a public sports service [O] . M. Alguacil, J. Núñez-Pomar, F. Calabuig, 2021

机译：通过SEM创建品牌模型以预测用户对公共体育服务的忠诚和建议
7. On user modelling for personalised news video recommendation [O] . Hopfgartner F., Jose J.M. 2009

机译：关于个性化新闻视频推荐的用户建模

On User Modelling for Personalised News Video Recommendation

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