Semantically-Enhanced Ubiquitous User Modeling

Semantically-Enhanced Ubiquitous User Modeling
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语义增强的普遍用户建模

DOI:
10.1007/978-3-642-13470-8_41
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发表时间:
2010
期刊:
ACM Trans. Inf. Syst.
影响因子:
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通讯作者:
Till Plumbaum
Till Plumbaum
中科院分区:
--
文献类型:
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作者:
Till Plumbaum

文献摘要

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语义增强的普适用户建模旨在管理分布式用户模型并将其集成到本体中,以在自适应应用程序之间共享用户信息,从而实现个性化目的。通过观察用户在动态Web应用上的行为来收集隐含的用户信息对于更好地理解用户的兴趣和需求是非常重要的。模型对于将所有可用的用户信息联合收割机组合到一个大的知识库中是必不可少的。此外,语义Web提供了新的可能性来增强关于用户的知识,以实现更好的个性化。
Semantically-enhanced Ubiquitous User Modeling aims at the management of distributed user models and the integration into ontologies to share user information amongst adaptive applications for personalization purposes To reach this goal, different problems have to be solved The collection of implicit user information by observing the user behavior on dynamic web applications is important to better understand the user interests and needs The aggregation of different user models is essential to combine all available user information to one big knowledge repository Additionally, the Semantic Web offers new possibilities to enhance the knowledge about the user for better personalization.