| 面向Blog的兴趣挖掘和推荐系统 |
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| 引用本文： | 康楠,金蓓弘,李京. 面向Blog的兴趣挖掘和推荐系统[J]. 计算机工程, 2008, 34(2): 72-74 |
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| 作者姓名： | 康楠 金蓓弘 李京 |
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| 作者单位： | 中国科学院软件研究所软件工程技术中心,北京,100080 |
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| 摘 要： | Blog作为Web2.0的重要应用以其个性化的信息发布平台、多元化的内容载体等特点吸引网络用户。撰写和浏览Blog已经成为网络文化的流行热点，推动了Blog搜索服务的发展。目前的Blog搜索服务大都是基于对查询关键词的匹配来实现的，缺乏自动提取用户兴趣并进行推荐的能力。该文设计和实现了一个面向Blog的兴趣挖掘和推荐系统Blog-digger，该系统采用兴趣挖掘技术，能自动识别用户的兴趣，并主动推荐主题相关的Blog。实验结果证明了该系统的有效性。
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| 关 键 词： | Blog搜索 兴趣挖掘 文本分类 特征选择 |
| 文章编号： | 1000-3428（2008）02-0072-03 |
| 收稿时间： | 2007-02-15 |
| 修稿时间： | 2007-02-15 |
Interest Mining and Recommendation System for Blog |
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| KANG Nan,JIN Bei-hong,LI Jing. Interest Mining and Recommendation System for Blog[J]. Computer Engineering, 2008, 34(2): 72-74 |
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| Authors: | KANG Nan JIN Bei-hong LI Jing |
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| Affiliation: | ??Technology Center of Software Engineering, Institute of Software, Chinese Academy of Sciences, Beijing 100080?? |
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| Abstract: | Blog attracts users involved by providing a personalized information release platform and presenting a wide range of contents. Writing and browsing Blog has become the Internet’s new fashion, which promotes the development of Blog search service. However the most up-to-date Blog search services only provide keyword-based matching, lacking automatic extraction of user interests and further interest-related Blog recommendation. This paper describes the design and implementation of an interest mining and recommendation system Blog-digger. The system adopts interest mining technology and can automatically identify the use’s interests and recommend interest-related Blog initiatively. Experimental results show that the system is effective. |
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| Keywords: | log search interest mining text classification feature selection |
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