移动连接设备的上下文感知服务推荐

R. Wong, Victor W. Chu, Tianyong Hao, Jian Wang
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引用次数: 14

摘要

随着移动互联网的普及,为移动互联设备寻找和推荐合适的服务变得越来越重要。虽然最近的研究试图使用基于角色的方法来推荐服务,但角色发现仍然是一个正在进行的研究课题。本文提出了一种简单而高效的基于矩阵的上下文感知角色挖掘方法,可以根据用户的兴趣和习惯自动对用户进行分组。使用基于问题的方法,我们还允许根据上下文向同一组中的其他成员推荐流行的移动服务。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Context-Aware Service Recommendation for Moving Connected Devices
Finding and recommending suitable services for moving, connected devices are increasingly important due to the popularity of mobile Internet. While recent research has attempted to use role-based approaches to recommend services, role discovery is still an ongoing research topic. This paper proposes a simple and yet efficient, matrix-based, context-aware role mining method to automatically group users according to their interests and habits. Using a question-based approach, we also allow popular mobile services to be recommended to other members in the same group in a context dependent.
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