现代图书情报技术 2006, 1(6) 55-58  DOI:      ISSN: 1003-3513 CN: 11-2856/G2

本期目录 | 下期目录 | 过刊浏览 | 高级检索                                                            [打印本页]   [关闭]
论文
扩展功能
本文信息
Supporting info
PDF(0KB)
[HTML全文](KB)
参考文献[PDF]
参考文献
服务与反馈
把本文推荐给朋友
加入我的书架
加入引用管理器
引用本文
Email Alert
本文关键词相关文章
点击流
操作行为
特征词条
兴趣视图
本文作者相关文章
易明
饶洋辉
PubMed
Article by
Article by

基于点击流数据的用户近期兴趣视图生成方法

易明   饶洋辉

(华中师范大学信息管理系 武汉  430079)

摘要

利用点击流数据综合分析用户点击行为,同时考虑用户对所点击页面的浏览行为和具体内容,分别引入操作行为权重和特征词条权重,提出一种基于点击流数据的用户近期兴趣视图生成方法。

关键词 点击流   操作行为   特征词条   兴趣视图  

An Approach of the Generation of User Current Interest  View Based on Click Stream Data

Yi Ming    Rao Yanghui

(Department of Information Management, Huazhong Normal University, Wuhan 430079,China)

Abstract:

This paper utilizes click stream data to analyze a user’s click behavior, which both considers the navigation behavior and the content of the page a user has clicked, and imports the weights of the operation behaviors to the page and the weights of feature items, then it proposes an approach of the generation of user current interest view based on click stream data. 

Keywords: Click stream   Operation behavior   Feature item   Interest view  
收稿日期 2006-03-31 修回日期  网络版发布日期 2006-06-25 
分类号:

TP391

基金项目:

通讯作者: 易明 通讯作者E_mail: yiming0415@sina.com
 

参考文献:

1Liang T P, Lai H J. Discovering user interests from web browsing behavior: An application to internet news services. In Proceedings of the 35th Hawaii International Conference on SystemSciences, IEEE, Hawaii.2002.203-212
2Wu Y H, Chen Y C,Chen L P. Enabling personalized recommendation on the web based user interests and behaviors. In Proceedings of the 11th International Workshop on Research Issues in Data Engineering RIDE ’01), 2001 IEEE,Heidelberg, Germany.2001.17-24
3Lieberman H. Letizia: An agent that assists web browsing.In Proceedings of the International Joint Conference on Artificial Intelligence. Menlo Park, CA: AAAI Press, 1996. 54-61
4谭琼,李晓黎,史忠植. 一种实现搜索引擎个性化服务的方法. 计算机科学,2002(1):23-25
5易明,邓卫华.点击流信息资源研究.中国图书馆学报,2006(2):73-75
6Kim, J., Oard, D. W., and Romanik, K.Using implicit feedback for user modeling in Internet and Intranet searching. Technical Report, College of Library and Information Services, University of Maryland at College Park, 2000.1-21
7Oard, D. W.and Kim, J.Implicit Feedback for Recommender Systems. In: Proceedings of the AAAI Workshop on Recommender Systems, Madison, 1998.81-83
8Hill, W.C., Hollan, J. D., Wrobelwski, D. and McCandless, T. Read wear and edit wear. In:Proceedings of ACM Conference on Human Factors in Computing Systems, CHI, 1992.3-9
9Rucker, J. and Polanco, M. J.Personalized Navigation for the Web. Communications of the ACM, 1997, 40(3): 73-89
10Stevens,C.Knowledge-based assistance for accessing large, poorly structured information spaces. Ph.D. thesis, University of Colorado, Department of Computer Science, Boulder, 1993.36-42
11D. D. Lewis et al.Training algorithms for linear text classifiers. In Proceedings of the Nineteenth International ACM SIGIR Conference on Research and Development in Information Retrieval, 1996.298-306

本刊中的类似文章
1.易明,邓卫华,曹高辉 .基于"点击流"数据的站点信息服务组织优化[J]. 现代图书情报技术, 2006,22(1): 51-54
2.易明 .基于全信息的站点页面预取研究[J]. 现代图书情报技术, 2006,1(7): 47-51
3.易明,杨斌.站点结构优化方法研究综述*[J]. 现代图书情报技术, 2008,24(7): 61-65

Copyright 2008 by 现代图书情报技术