期刊文献+

加权零阶局域法在网络舆论趋势预测中的应用

Application of adding-weight zero-rank local-region method on prediction of public opinion on the Internet
原文传递
导出
摘要 采集了某一时段国内某著名网站上针对某一指定话题的帖子,按时间周期构造了一个关于新增帖子数量的时间序列,利用混沌时间序列预测方法中的加权零阶局域预测法预测了该序列的变化趋势.仿真结果表明该预测趋势与实际趋势在短期内是基本一致的;短期预测误差明显小于长期预测误差. To forecast public opinion trend on the Internet, many notes were collected from a famous website's BBS, which came forth in a period of time. A time series of the number of new notes was built according to time cycle. Then the series change and trend were predicted by the adding-weight zerorank local-region method in chaotic time series prediction method. the prediction number was consistent with the fact number in short error was obviously smaller than the long-term error. The simulation result indicated that term, and the short-term prediction
出处 《四川大学学报(自然科学版)》 CAS CSCD 北大核心 2010年第5期1049-1052,共4页 Journal of Sichuan University(Natural Science Edition)
基金 四川大学青年基金(校青2008125) 中国信息安全测评中心项目
关键词 混沌时间序列 网络舆论 趋势预测 chaotic time series, public opinion on the Internet, trend prediction
  • 相关文献

参考文献10

  • 1向继志.数字内容安全面临的挑战和对策.国家信息安全测评认证,2006,5:13-13.
  • 2Janusz A H, Krzyztof K, Frank S. Social impact models of opinion dynamics[J]. A nnual Rev Computational Phys, vol. 9, Singapore, 2001.
  • 3Andrzej N, Jaeek S, Bibb L. From private attitude to public opinion: a dynamic theory of social impact [J]. Psychological Rev, 1990, 97: .
  • 4Kacperski K, Hoyst J A. Phase transition as a persistent feature of groups with leaders in models of opinion formation[J]. Physica A, 2000, 287: 631.
  • 5Kacperski K, Hoyst J A. Opinion formation model with strong leader and external impact: a mean field approach[J]. Physica A,1999, 269:511.
  • 6吴青峰,孔令江,刘慕仁.元胞自动机舆论传播模型中人员个性的影响[J].广西师范大学学报(自然科学版),2004,22(4):5-9. 被引量:52
  • 7Hu C L, Wu R J. Study on the formation models of network public opinion based on incline degrees of opinions of agents [J]. Journal of SiChuan University: Engineering Science Edition, 2009, 41(4) : 196.
  • 8胡勇,张翀斌,王祯学,叶惠敏,周安民,胡朝浪,吴荣军.网络舆论形成过程中意见领袖形成模型研究[J].四川大学学报(自然科学版),2008,45(2):347-351. 被引量:37
  • 9刘常昱,胡晓峰,司光亚,罗批.基于小世界网络的舆论传播模型研究[J].系统仿真学报,2006,18(12):3608-3610. 被引量:80
  • 10吕金虎,陆君安,陈士华.混沌时间序列分析及其应用[M].武汉:武汉大学出版社,2005:24-25.

二级参考文献21

  • 1邓敏艺,刘慕仁,孔令江.二维Selkov反应扩散模型的格子Boltzmann方法模拟[J].广西师范大学学报(自然科学版),2004,22(3):1-4. 被引量:6
  • 2吴青峰,孔令江,刘慕仁.元胞自动机舆论传播模型中人员个性的影响[J].广西师范大学学报(自然科学版),2004,22(4):5-9. 被引量:52
  • 3Bemaschi M,Succi S.Large-scale cellular automata simulation of the immune system response[J].Physical Review,2000,2:1 851-1 854.
  • 4Debashish Chowdhury,Ludger Santen,Andreas Schadschneider.Statistical physics os vehicular traffic and some related systems[J].Physics Reports,2000,329:199-329.
  • 5Stephen Wolfram.Statistical mechanics of cellular automata[J].Revs Mordern Phys,1983,3:601-621.
  • 6Frish U,Hasslacher B,Pomeau Y.Two dimension cellular automat[J].Phy Rev Lett,1986,56:1 505-1 506.
  • 7Chen S,Dawson S P,Doolen G D,et al.Lattice methods and their application to reacting systems[J].Computers Chem Engng,1995,6/7:617-646.
  • 8Seeger M W Sellnow.Communications,organization and crisis[M].In Michael Roloff(Ed.),Communication Yearbook 21.Thousand Oaks,CA:Sage Publications.1998.
  • 9Chris L Barrett,Sphen G Eubank,James P Smith.If Smallpox Strikes Portland[J].Scientific American (S0036-8733),2005,292(3):42-49.
  • 10Peter R.Monge,Noshir Contractor.Theories of Communication Networks[M].NY:Oxford University Press.2003.

共引文献198

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部