| 黄婷.基于微博的智能数字图书馆个性化推荐[J].数字图书馆论坛,2015,(11):56~63 |
| 基于微博的智能数字图书馆个性化推荐 |
| Microblog-based Personalized Recommendation for Intelligent Digital Library |
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| DOI： |
| 中文关键词: 微博;本体;多层语义社区网络;智能图书馆;个性化推荐 |
| 英文关键词: Microblog;Ontology Concept;Multilayered Semantic Social Network;Intel igent Digital Library;Personalized Recommendation |
| 基金项目: |
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| 摘要点击次数: 2199 |
| 全文下载次数: 1581 |
| 中文摘要: |
| 针对传统图书馆在为用户提供准确多样的个性化服务方面的不足,文章提出基于用户微博信息的个性化推荐模型.通过挖掘用户的微博文本短信息,引入本体描述用户对本体领域概念的偏好,建立基于微博用户的多层语义社区网络模型,并将该模型应用于混合协同过滤推荐系统中,实现智能数字图书馆的个性化推荐. |
| 英文摘要: |
| As the traditional library can't provide accurate and diverse personalized service, we propose a personalized information recommendation model based on micro-blog. By mining microblog users' text messages and decrypting their common preferences of concepts space based on ontology, we build a multilayered semantic social network model. The applicability of the proposed model to a hybrid coll aborative filtering system is empirically suitable to be used in personalized recommendation of intelligent digital library. |
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