| 个性化关键技术研究综述 |
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| 引用本文： | 苏玉召,赵妍.个性化关键技术研究综述[J].图书与情报,2011(1):59-65,98. |
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| 作者姓名： | 苏玉召 赵妍 |
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| 作者单位： | 1. 中国科学院国家科学图书馆,北京,100190
2. 郑州航空工业管理学院,河南郑州,450015 |
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| 摘 要： | 个性化研究的关键技术主要包括有三个方面的内容:用户建模、推荐系统和评价。首先,用户建模是收集用户数据,目的是为推荐系统提供用户的兴趣、偏好等建立模型;其次,推荐系统的作用是根据用户模型为用户推荐个性化内容,是个性化的核心内容;最后,评价系统根据用户对个性化应用的满意程度,反馈给推荐系统调整建模策略。个性化应用是一个不断反馈修正的过程。
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| 关 键 词： | 个性化 Web挖掘 推荐系统 用户建模 个性化评价 |
Survey of Key Technologies in Personalization Application |
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| Su Yuahao,Zhao Yan.Survey of Key Technologies in Personalization Application[J].Library and Information,2011(1):59-65,98. |
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| Authors: | Su Yuahao Zhao Yan |
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| Institution: | Su Yuahao(National Science Library,CAS,Beijing,100190) Zhao Yan(Zhengzhou Institute of Aeronautical Industry Management,Zhengzhou,Henan,450015) |
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| Abstract: | The key technology of Personalization Application includes three aspects: User Modeling,Recommendation System,and Personalization Evaluation.First,User Modeling collects user personal data,and provides user's interests and preference to Recommendation System.Secondly,Recommendation System is the most important part of Personalization,which recommends personalized content for individual.Finally,Evaluation provides the feedback information of user's evaluation for Recommendation System to help it modulating t... |
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| Keywords: | personalization web mining recommendation system user modeling personalization evaluation |
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