摘要
简述社会化标签的相关背景和内涵;重点梳理国内外社会化标签挖掘的主要成果,一方面归纳社会化标签分析、社会化标签推荐及基于社会化标签的个性化推荐等方法,另一方面概述利用社会化标签增强信息检索功能、发现潜在信息、改进传统分类法和辅助构建本体等方面的应用,并总结当前研究存在的不足;然后,概括社会化标签挖掘在相关领域的应用;最后总结全文,对社会化标签挖掘的未来发展方向进行展望。
This paper introduces the related background and conception of social tags. Then it presents the current research achievements on social tags mining at home and abroad. On the one hand it summarizes methods including social tags analysis, social tags recommendation and social tag-based personal recommendation, and on the other hand it sketches out that exploiting social tags helps improving information retrieval, discovering potential interests, building ontology and enhancing traditional classification. And it also concludes the existing drawbacks. Further, it discusses the applications of social tags mining on some related domains. With a summarization, it finally looks to the future development on social tags mining.
出处
《图书情报工作》
CSSCI
北大核心
2014年第21期136-145,共10页
Library and Information Service
基金
广东省普通高校科技创新项目“网络社区检测及应用研究”(项目编号:2012KJCX0049)
广东省自然科学基金项目“不确定网络舆情突发事件的预警决策指标选择与应急决策”(项目编号:S2013010013050)研究成果之一
关键词
社会化标签
标签推荐
个性化推荐
信息检索
social tags
tag recommendation
personalized recommendation
information retrieval
