| 用户对移动网络服务偏好学习技术综述 |
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| 引用本文： | 孟祥武,史艳翠,王立才,张玉洁.用户对移动网络服务偏好学习技术综述[J].通信学报,2013,34(2):147-155. |
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| 作者姓名： | 孟祥武 史艳翠 王立才 张玉洁 |
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| 作者单位： | 1. 北京邮电大学 智能通信软件与多媒体北京市重点实验室
2. 北京邮电大学 计算机学院,北京 100876 |
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| 基金项目： | 国家自然科学基金资助项目(60872051);北京市教育委员会共建专项基金资助项目~~ |
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| 摘 要： | 为了缓解日益严重的"移动信息过载问题",移动用户偏好学习已成为个性化服务领域的首要问题。对最近几年移动网络服务中用户偏好学习技术的研究进展进行综述,对移动用户偏好的表示方法、获取技术、自适应学习方法、评价方法等进行前沿概括、比较和分析。最后对移动网络服务中用户偏好学习技术的发展方向和趋势进行展望。
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| 关 键 词： | 移动网络服务 移动用户偏好 偏好获取 偏好自适应 个性化服务 |
Review on learning mobile user preferences for mobile network services |
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| MENG Xiang-wu,SHI Yan-cui,WANG Li-cai,ZHANG Yu-jie.Review on learning mobile user preferences for mobile network services[J].Journal on Communications,2013,34(2):147-155. |
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| Authors: | MENG Xiang-wu SHI Yan-cui WANG Li-cai ZHANG Yu-jie |
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| Affiliation: | 1. Beijing Key Laboratory of Intelligent Telecommunica ions Software and Multimedia,Beijing University of Posts and Telecommunications,Bei ing 100876,China;2. School of Computer Science,Beijing University of Posts and Telecommunications,Beijing 100876,China |
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| Abstract: | Recently,in order to alleviate the problem of “mobile information overload”,the learning of mobile user preferences has become a new hotspot of research in the personalized services.The research progress of learning mobile user preferences were summaried in recent years.The representation,acquisition method,adaptive learni evaluation about learning mobile user preferences were contrasted and analyzed.Finally,some future directions and development trends of learning mobile user preferences in the mobile network service were pointed out. |
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| Keywords: | mobile network services mobile user preferences preference acquisition preference adaptation personal-ized service |
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