计算机科学 ›› 2014, Vol. 41 ›› Issue (Z6): 400-405.
谢天保,张晓雯,仵凯博
XIE Tian-bao,ZHANG Xiao-wen and WU Kai-bo
摘要: 首先通过研究网络爬虫以及新浪微博的开放平台,设计实现新浪微博专用爬虫,获取研究数据。其次,通过实验得到重要用户节点指标,提出贝叶斯-PageRank算法筛选重要用户节点,并实验验证重要用户节点的有效性。最后通过对重要用户节点的监测实现网络舆情发现并给出相关舆情引导策略。
[1] Kwak H,Lee C,Park H,et al.What is Twitter,a social network or a news media[C]∥Proceedings of the 19th International Conference on World Wide Web.2010:591-600 [2] Yang Jiang,Counts S.Predicting the Speed,Scale,and Range of Information Diffusion in Twitter[C]∥Proceedings of the Fourth International AAAI Conference on Weblogs and Social Media.2010:355-358 [3] Cha M,Benevenutob F,Ahn Y-Y,et al.Delayed informationcascades in Flickr:Measurement,analysis,and modeling[J].Computer Networks,2012,56(3):1066-1076 [4] Tang Si-yu,Blenn N,Doerr C,et al.Digging in the Digg Social News Website[J].IEEE Transactions on Multimedia, 2011,13(5):1163-1175 [5] Xu Zhi-heng,Zhang Yang,Wu Yao.Modeling User Posting Behavior on Social Media[C]∥Proceedings of the 35th International ACM SIGIR Conference on Research and Development in Information Retrieval.2012:545-554 [6] Leavitt A,Burchard E,Fisher D,et al.The influentials:New approaches for analyzing influence on twitter[R].Web Ecology Project,2009 [7] Brown P,Feng Jun-lan.Measuring User Influence on TwitterUsing Modified K-Shell Decomposition[C]∥Fifth International AAAI Conference on Weblogs and Social Media Workshop on the Social Mobile Web Brown.2011:18-23 [8] Wang Jian-wei,Rong Li-li,Guo Tian-zhu.A new measure ofnode importance in complex networks with tunable parameters[C]∥4th International Conference on Wireless Communications,Networking and Mobile Computing,2008(WiCOM’ 08).2008:1-4 [9] Heidemann J,Klier M,Probst F.Identifying Key Users in Online Social Networks:A PageRank Based Approach[C]∥ICIS 2010Proceedings.2010:79-100 [10] Zhang Meng,Sun Cai-hong,Liu Wen-hui.Identifying Influential Users of Micro-blog Services:A Dynamic Action-Based Network Approach[C]∥PACIS 2011Proceedings.2011:223-236 [11] Hallberg V,Hjalmarsson A,Puigcerver J.TweetRank:An adap-tation of the PageRank algorithm to Twitter world[C]∥Search Engines and Information Retrieval.2012:1-11 [12] 刘华.网页信息抽取及建库系统C#实现[J].计算机工程,2006,2(16):213-216 [13] 王一姝,郭海峰.网络IP流量的自相似性分析与研究[J].科技信息,2013(3):127 |
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