中国科学院软件研究所机构知识库
Advanced  
ISCAS OpenIR  > 软件所图书馆  > 2010软件所会议论文
题名:
tag recommendation based on bayesian principle
作者: Wang Zhonghui ; Deng Zhihong
会议文集: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
会议名称: 6th International Conference on Advanced Data Mining and Applications, ADMA 2010
会议日期: 40848
出版日期: 2010
会议地点: Chongqing, China
关键词: Algorithms ; Bayesian networks ; Data mining ; Thesauri
出版地: Germany
收录类别: ei
ISSN: 3029743
ISBN: 3642173128
部门归属: (1) State Key Lab. of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing 100190, China; (2) Key Laboratory of Machine Perception (Ministry of Education), School of Electronics Engineering and Computer Science, Peking University, China
主办者: National Natural Science Foundation of China; Chongqing Science and Technology Commission; Chongqing Academy of Science and Technology
英文摘要: Social tagging systems have become increasingly a popular way to organize online heterogeneous resources. Tag recommendation is a key feature of social tagging systems. Many works has been done to solve this hard tag recommendation problem and has got same good results these years. Taking into account the complexity of the tagging actions, there still exist many limitations. In this paper, we propose a probabilistic model to solve this tag recommendation problem. The model is based on Bayesian principle, and its very robust and efficient. For evaluating our proposed method, we have conducted experiments on a real dataset extracted from BibSonomy, an online social bookmark and publication sharing system. Our performance study shows that our method achieves good performance when compared with classical approaches. © 2010 Springer-Verlag.
语种: 英语
内容类型: 会议论文
URI标识: http://ir.iscas.ac.cn/handle/311060/8926
Appears in Collections:中科院软件所图书馆_2010软件所会议论文

Files in This Item:
File Name/ File Size Content Type Version Access License
tag recommendation based on bayesian principle.pdf(298KB)----限制开放-- 联系获取全文

Recommended Citation:
Wang Zhonghui,Deng Zhihong. tag recommendation based on bayesian principle[C]. 见:6th International Conference on Advanced Data Mining and Applications, ADMA 2010. Chongqing, China. 40848.
Service
Recommend this item
Sava as my favorate item
Show this item's statistics
Export Endnote File
Google Scholar
Similar articles in Google Scholar
[Wang Zhonghui]'s Articles
[Deng Zhihong]'s Articles
CSDL cross search
Similar articles in CSDL Cross Search
[Wang Zhonghui]‘s Articles
[Deng Zhihong]‘s Articles
Related Copyright Policies
Null
Social Bookmarking
Add to CiteULike Add to Connotea Add to Del.icio.us Add to Digg Add to Reddit
所有评论 (0)
暂无评论
 
评注功能仅针对注册用户开放,请您登录
您对该条目有什么异议,请填写以下表单,管理员会尽快联系您。
内 容:
Email:  *
单位:
验证码:   刷新
您在IR的使用过程中有什么好的想法或者建议可以反馈给我们。
标 题:
 *
内 容:
Email:  *
验证码:   刷新

Items in IR are protected by copyright, with all rights reserved, unless otherwise indicated.

 

 

Valid XHTML 1.0!
Copyright © 2007-2017  中国科学院软件研究所 - Feedback
Powered by CSpace