在线社交网络挖掘综述

在线社交网络挖掘综述 A Survey on Online Social Network Mining 贺超波 HE Chaobo 1 2 first-author 汤庸 TANG Yong 2 麦辉强 MAI Huiqiang 2 杨镇雄 YANG Zhenxiong 2 洪少文 HONG Shaowen 2 郑凯 ZHENG Kai 2 仲恺农业工程学院信息科学与技术学院 仲恺农业工程学院信息科学与技术学院 School of Information Science and Technology,Zhongkai University of Agriculture and Engineering School of Information Science and Technology,Zhongkai University of Agriculture and Engineering 华南师范大学计算机学院 华南师范大学计算机学院 School of Computer,South China Normal University School of Computer,South China Normal University 介绍了在线社交网络挖掘产生的背景以及不同学科领域研究的侧重点,并对在线社交网络挖掘所涉及的用户分类、社区发现、观点挖掘、情感分析、信息传播、社会化推荐以及可视化分析等代表性研究话题的现状进行了详细论述,重点归纳了每一个话题所涉及的关键问题和代表性解决方法.分析和讨论了在线社交网络的迅速发展给在线社交网络挖掘领域所带来的新问题和新挑战,最后指出了该领域的发展前景. Online social network（OSN）mining has become an emerging research field.This paper introduces the background of OSN mining and the research emphasis of different related disciplines.The research status of the hottest topics in OSN mining are discussed,including topics of user classification,community discovery,opinion mining,sentiment analysis,information diffusion,social recommendation and visualization analysis.Key problems and representative methods that every topic refers to are chiefly detailed.This paper also discusses the existing problems and challenges in OSN mining.Finally,this paper points out the development prospect of OSN mining. 社交网络挖掘 用户分类 社区发现 观点挖掘 情感分析 信息传播 社会化推荐 可视化分析 social network mining user classification community discovery opinion mining sentiment analysis information diffusion social recommendation visualization analysis 10.14188/j.1671-8836.2014.03.005 TP391.1 国家高技术研究发展计划（863计划）项目（2013AA01A212）;国家自然科学基金资助项目（60970044,61272067,61370178）;国家科技支撑计划项目（2012BAH27F05）;广东省自然基金团队研究项目（S2012030006242）;广东省科技计划项目（2012A080104019,2011B080100031）;广东省高校优秀青年创新人才培养计划项目（2012LYM077） 2014-03-01 2021-04-01 3 60