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基于Ontology的个性化推送系统 被引量:8

Ontology-Based Personalized Recommendation System
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摘要 信息自动推送技术是在网络信息激增的背景下发展起来的。在传统信息推送系统中,用户模板是用加权关键词来表示的,由于没有考虑词之间的潜在关系,造成了系统推送质量的下降,文章设计并实现了一个基于Ontology的个性化推送系统CarInfo,把零散的关键词组织成一个网状结构,提供了一个用户特征的抽象视图,并且半自动的实现了本体的构建,通过实验验证了系统的可行性。 Automatic information push system is developed in the context of proliferating information in the web.In a traditional information pushing system,a user profile is characterized as a set of scattered weighted
出处 《计算机工程与应用》 CSCD 北大核心 2005年第20期176-180,共5页 Computer Engineering and Applications
基金 国家自然科学基金资助项目(编号:60373095)
关键词 ONTOLOGY 信息推送 用户模板 兴趣模型 .Owing to not considering the latent relation among words,the quality of the system is weakened.In this paper a new information push system——CarInfo is introduced.It takes the relations among words into account.It can make scattered keywords into a mesh structure so as to provide an abstract view of users' characters.Structuring of ontology is realized semi-automatically.The feasibility of the system is proved by this primary experiments. Keywords: ontology,information pushing,user profile,user interest model
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参考文献10

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二级参考文献40

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