Research on countermeasures against tag spam

科研成果详情

题名	Research on countermeasures against tag spam
作者	Wang，Yonggang 1; Yan，Hanbing 1; Xu，Junfeng 1; Hu，Jianbin 2,3; Chen，Zhong 2,3
发表日期	2013
发表期刊	Jisuanji Yanjiu yu Fazhan/Computer Research and Development
ISSN/eISSN	1000-1239
卷号	50 期号:10 页码:2029-2043
摘要	As one of the most popular Internet applications, it is relatively easy for tagging systems to become the targets of malicious attackers. In a tagging system, malicious users always annotate resources with tag spam for some reason, thereby misleading normal users from searching and sharing those resources. Existing work has already shown that the defense effect of tag spam would directly influence the quality of services provided by tagging systems. Based on this background, through investigating some existing research efforts, this paper gives the formal descriptions of attack styles, and summarizes and extracts the existing three types of methods to defend against tag spam: Detection-based method, Demotion-based method, and Prevention-based method. As to each type of method, this paper further describes corresponding implementing Algorithms in detail, and analyzes their advantages and disadvantages, such as efficiency and availability. At the end of this paper, the authors also exhibit the future research directions of defending against tag spam. According to the description of countermeasures against tag spam, this paper can help readers or beginners to get familiar with the situation of this new research field and help researchers to think out more and more novel, practical and effective countermeasures against tag spam.
关键词	Countermeasures Social network Tag spam Tagging service Tagging system
URL	查看来源
语种	英语English
Scopus入藏号	2-s2.0-84887221361
引用统计
文献类型	期刊论文
条目标识符	https://repository.uic.edu.cn/handle/39GCC9TT/13531
专题	个人在本单位外知识产出
通讯作者	Hu，Jianbin
作者单位	1.National Computer Emergency Response Team and Coordination Center of China,Beijing 100029,China 2.Key Laboratory of High Confidence Software Technologies (Peking University), Ministry of Education,Beijing 100871,China 3.Software Institute,School of Electronics Engineering and Computer Science,Peking University,Beijing 100871,China
推荐引用方式 GB/T 7714	Wang，Yonggang,Yan，Hanbing,Xu，Junfenget al. Research on countermeasures against tag spam[J]. Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2013, 50(10): 2029-2043.
APA	Wang，Yonggang, Yan，Hanbing, Xu，Junfeng, Hu，Jianbin, & Chen，Zhong. (2013). Research on countermeasures against tag spam. Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 50(10), 2029-2043.
MLA	Wang，Yonggang,et al."Research on countermeasures against tag spam". Jisuanji Yanjiu yu Fazhan/Computer Research and Development 50.10(2013): 2029-2043.