[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(03):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(03):233-239.
点击复制

基于内容的热点话题传播模型(/HTML)
分享到:

《智能系统学报》[ISSN:1673-4785/CN:23-1538/TP]

卷:
第8卷
期数:
2013年03期
页码:
233-239
栏目:
出版日期:
2013-06-25

文章信息/Info

Title:
A hot topic propagation model based on topic contents
文章编号:
1673-4785(2013)03-0233-07
作者:
韩忠明张慧张梦
北京工商大学 计算机与信息工程学院,北京 100048
Author(s):
HAN Zhongming ZHANG Hui ZHANG Meng
College of Computer and Information Engineering, Beijing Technology and Business University, Beijing 100048, China
关键词:
热点话题传播模型传染病模型话题传播模型
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(01):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(03):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(05):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(03):700.[doi:10.11992/tis.201705009]

备注/Memo

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