| 李琳娜,张志平,刘春霞.文献推荐系统综述[J].数字图书馆论坛,2012,(5):32~38 |
| 文献推荐系统综述 |
| A Survey of Document Recommender Systems |
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| DOI： |
| 中文关键词: 文献推荐;推荐系统;协同过滤;基于内容的推荐;混合推荐 |
| 英文关键词: Document recommender;Recommender systems;Collaborative filtering;Content-based recommender;Hybrid recommender |
| 基金项目:科技部项目"面向外文科技文献信息的知识组织体系建设与应用示范"课题之一"信息资源自助处理,智能检索与STKOS应用服务集成"资金支持. |
| 作者 | 单位 | | 李琳娜 | 中国科学技术信息研究所 | | 张志平 | 中国科学技术信息研究所 | | 刘春霞 | 郑州铁路职业技术学院 |
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| 摘要点击次数: 2064 |
| 全文下载次数: 1438 |
| 中文摘要: |
| 文献推荐系统帮助用户在海量文献环境下发现个性化的信息,已经成为文献检索系统的重要组成部分.文献推荐技术研究在信息检索、文献计量学与电子商务推荐系统研究成果综合演变下发展起来.首先讨论了一般个性化推荐技术；进一步对文献推荐技术已经取得的研究成果进行了系统的分析与总结；同时,介于评价测度与方法是推荐系统的重要组成部分,给出了常用的文献推荐系统的评价测度；最后,对文献推荐系统研究现状作出总体评价并指出将来的发展方向. |
| 英文摘要: |
| Document recommender systems can help people acquire documents that correspond to their information need from huge amount of documents and have become the key part of document retrieval systems. It is developped under the comprehensive evolution of information retrieval, bibliomanes and E-commerce. General recommender systems were introduced firstly in this paper. The research to document recommender system were systematically analyzed and discussed subsequently. Because measurement plays important role for recommender systems, the often used methods to evaluate document recommender system is investigated at toe same time Finally, an overall assessment for document recommender system and its future direction is discussed. |
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