[1]韩忠明,张慧,张梦.基于内容的热点话题传播模型[J].智能系统学报,2013,8(3):233-239.
HAN Zhongming,ZHANG Hui,ZHANG Meng.A hot topic propagation model based on topic contents[J].CAAI Transactions on Intelligent Systems,2013,8(3):233-239.
点击复制
HAN Zhongming,ZHANG Hui,ZHANG Meng.A hot topic propagation model based on topic contents[J].CAAI Transactions on Intelligent Systems,2013,8(3):233-239.
基于内容的热点话题传播模型
《智能系统学报》[ISSN 1673-4785/CN 23-1538/TP] 卷:
8
期数:
2013年第3期
页码:
233-239
栏目:
学术论文—自然语言处理与理解
出版日期:
2013-06-25
- Title:
- A hot topic propagation model based on topic contents
- 文章编号:
- 1673-4785(2013)03-0233-07
- Keywords:
- hot topic; propagation model; epidemic model; topic propagation model
- 分类号:
- TP391
- 文献标志码:
- A
- 参考文献/References:
-
［1］刘晓凤，黄刘生，吴俊敏，等．传感网络定位中基于传染病模型的信息传播研究［J］．小型微型计算机系统, 2009, 30(4): 647-651.
LIU Xiaofeng, HUANG Liusheng, WU Junmin, et al. Study of the false information spread in localization algorithms for wireless sensor networks using epidemic model［J］. Journal of Chinese Computer Systems, 2009, 30(4): 647-651.
［2］张彦超，刘云，张海峰，等．基于在线社交网络的信息传播模型［J］．物理学报, 2011, 60(5): 050501.
ZHANG Yanchao, LIU Yun, ZHANG Haifeng, et al. The research of information dissemination model on online social network［J］. Acta Physica Sinica, 2011, 60(5): 050501.
［3］KEELING M J, EAMES K T D. Networks and epidemic models［J］. Journal of the Royal Society Interface, 2005, 51(2): 295-307.
［4］RILEY S. Large scale spatial transmission models of infectious disease［J］. Science, 2007, 316(5829): 1298-1301.
［5］NEWMAN M E J. Spread of epidemic disease on networks［J］. Physical Review E, 2002, 66(1): 1103-1115.
［6］WATTS D J, STROGATZ S H. Collective dynamics of small-world networks［J］. Nature, 1998, 393(6684): 440-442.
［7］MAY R M, LLOYD A L. Infection dynamics on scale-free networks［J］. Physical Review E, 2001, 64(6): 066112.［8］LLOYD A L, MAY R M. How viruses spread among computers and people［J］. Science, 2001, 292(5520): 1316-1317.
［9］PASTOR-SATORRAS R, VESPIGNANI A. Epidemic spreading in scale-free networks［J］. Physical Review Letters, 2001, 86(14): 3200-3203.
［10］MATSUBARA Y, SAKURAI Y, PRAKASH B A, et al. Rise and fall patterns of information diffusion: model and implications［C］//Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Beijing, China, 2012: 6-14.
［11］HAWKES A G, OAKES D. A cluster representation of a self-exciting process［J］. Journal of Applied Probability, 1974, 2(11): 493-503.
［12］CRANE R, SORNETTE D. Robust dynamic classes revealed by measuring the response function of a social system［J］. Proceedings of the National Academy of Sciences, 2008, 105(41): 15649-15653.
［13］STOMAKHIN A, SHORT M B, BERTOZZI A L. Reconstruction of missing data in social networks based on temporal patterns of interactions［J］. Inverse Problems, 2011, 27(11): 115013.
［14］赵丽，袁睿翕，管晓宏，等．博客网络中具有突发性的话题传播模型［J］．软件学报, 2009, 20(5): 1384-1392.
ZHAO Li, YUAN Ruixi, GUAN Xiaohong, et al. Bursty propagation model for incidental events in blog networks［J］. Journal of Software, 2009, 20(5): 1384-1392.
［15］LESKOVEC J, MCGLOHON M, FALOUTSOS C, et al. Cascading behavior in large blog graphs［J］. 2007 SIAM International Conference on Data Mining. Minneapolis, USA, 2007, 551-556.
［16］KUMAR R, MAHDIAN M, MCGLOHON M. Dynamics of conversations［C］//Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Washington, DC, USA: ACM, 2010: 553-562.
［17］PRAKASH B A, CHAKRABARTI D, FALOUTSOS M, et al. Threshold conditions for arbitrary cascade models on arbitrary networks［C］//2011 IEEE 11th International Conference on Data Mining. Vancouver, Canada, 2011: 537-546.
［18］YANG J, LESKOVEC J. Modeling information diffusion in implicit networks［C］//2010 IEEE 10th International Conference on Data Mining. Sydney, Australia, 2010: 599-608.
［19］王延，郑志刚．无标度网络上的传播动力学［J］．物理学报, 2009, 58(7): 4421-4425.
WANG Yan, ZHENG Zhigang. Spreading dynamics on scale-free networks［J］. Acta Physica Sinica, 2009, 58(7): 4421-4425.
［20］NEWMAN M E J, WATTS D J. Scaling and percolation in the small world network model［J］. Physical Review E, 1999, 60(6): 7332-7342.
- 相似文献/References:
-
[1]赵文清,侯小可,沙海虹.语义规则在微博热点话题情感分析中的应用[J].智能系统学报,2014,9(1):121.[doi:10.3969/j.issn.1673-4785.201208020]
ZHAO Wenqing,HOU Xiaoke,SHA Haihong.Application of semantic rules to sentiment analysis of microblog hot topics[J].CAAI Transactions on Intelligent Systems,2014,9():121.[doi:10.3969/j.issn.1673-4785.201208020]
[2]顾雨迪,狄岚.分层演化趋向行为的网络舆情传播模型[J].智能系统学报,2018,13(5):700.[doi:10.11992/tis.201705009]
GU Yudi,DI Lan.Internet public opinion dissemination model of hierarchical evolutionary behavior[J].CAAI Transactions on Intelligent Systems,2018,13():700.[doi:10.11992/tis.201705009]
备注/Memo
收稿日期： 2013-05-28.
网络出版日期： 2013-06-13.
基金项目：国家自然科学基金资助项目（61170112）；教育部人文社会科学研究基金资助项目(13YJC860006)；北京市属高等学校科学技术与研究生教育创新工程建设项目（PXM2012_014213_000037）.
通信作者：韩忠明.
?E-mail: hanzm@th.btbu.edu.cn.
作者简介：韩忠明，男，1972年生，副教授，博士后，主要研究方向为数据仓库与数据挖掘、生物信息学.主持和参与国家自然科学基金、教育部人文社科基金等项目多项，发表学术论文50余篇.
张慧，女，1989年生，硕士研究生，主要研究方向为互联网检索与数据挖掘、社会网络.
?张梦，女，1991年生，硕士研究生，主要研究方向为互联网检索与数据挖掘、社会网络.
更新日期/Last Update:
2013-08-29