Context-Based Service Recommendation System Using Probability Model in Mobile Devices

Weng Wen, Huai-kou Miao
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引用次数: 4

Abstract

As wireless communication and mobile devicesadvances, recommendation system is one of the keytechnologies to realize personalized service. This paperproposes a service recommendation mechanism using aprobabilistic model in mobile devices. With the contextualinformation and the use's demand state inferred by the model, we can recommend a service to meet the user's preferencesand needs at real time. Finally, the model checking method is used to verify the reliability of the service composition recommended by the above method.
基于概率模型的移动设备情境服务推荐系统
随着无线通信和移动设备的发展,推荐系统是实现个性化服务的关键技术之一。提出了一种基于非概率模型的移动设备服务推荐机制。通过模型推断出的上下文信息和用户需求状态,我们可以实时推荐满足用户偏好和需求的服务。最后,利用模型检验方法对上述方法推荐的服务组合的可靠性进行验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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