Research on Network Group Emergency Early Warning Method Based on Cloud Model

doi:10.3969/j.issn.1006-2475.2016.05.011

Abstract

Abstract:

With the arrival of information age, the interaction of network public opinion and sudden mass incidents has formed new challenge to network public opinion analysis

and early warning. First a network public opinion crisis early warning index system is built, including the risk of public opinion, public opinion diffusion degree and public

opinion favorite degree. On this basis, the mathematical model of the cloud model is applied to the network public opinion crisis warning, based on cloud model, a network

community emergency early warning method is put forward, and finally the goal of the network public opinion crisis warning of real time, intelligence and availability, is

realized.

Key words: cloud model, sudden mass incidents, network early warning

CLC Number:

C930

SUN Lingfang1,2， LIN Weijian2. Research on Network Group Emergency Early Warning Method Based on Cloud Model[J]. Computer and Modernization, 2016, 0(5): 61-66.

［1］中国互联网络信息中心. 第35次中国互联网络发展状况统计报告［R］. http://www.cnnic.net.cn/hlwfzyj/hlwxzbg/hlwtjbg/201502/t20150203_51634.htm, 2015-01-01.
［2］孙玲芳,周加波,林伟健,等. 基于BP神经网络和遗传算法的网络舆情危机预警研究［J］. 情报杂志, 2014,33（11):18-24.
［3］刘毅. 网络舆情研究概论［M］. 天津:天津人民出版社, 2007.
［4］Xin Mingjun, Wu Hanxiang, Niu Zhihua. A quick emergency response model for microblog public opinion crisis based on text sentiment intensity［J］. Journal of Software,

2012,7(6):1413-1420.
［5］Ma Yaping, Shu Xueming, Shen Shifei, et al. Study on network public opinion dissemination and coping strategies in large fire disasters［J］. Procedia Engineering,

2014,71:616-621.
［6］Van Der Mheen M, Dijkstra H A, Gozolchiani A, et al. Interaction network based early warning indicators for the Atlantic MOC collapse［J］. Geophysical Research Letters,

2013,40(11):2714-2719.
［7］Cao Yu, Chen Xiaohong, Wu Desheng Dash, et al. Early warning of enterprise decline in a life cycle using neural networks and rough set theory［J］. Expert Systems with

Application, 2011,38(6):64246429.

［8］Mitra S, Erum. Early warning prediction system for high inflation: An elitist neurogenetic network model for the Indian economy［J］. Neural Computing and Applications,

2013,22(S1):447-462.
［9］Tao Yonghong, Qi Ailin. Based on the efficiency coefficientBP neural network study of the risk of early warning［J］. Management Science and Engineering, 2009,3(3):96.
［10］许鑫, 张岚岚. 突发事件网络舆情预警模式探索［J］. 图书情报工作, 2010,54(22):135-138.
［11］罗成琳,李向阳. 突发性群体事件及其演化机理分析［J］. 中国软科学, 2009(6):163-171.
［12］吴瑞巍,张雅蕊,汤志伟. 突发公共事件中基于网络信息的群体羊群行为分析［J］. 价值工程, 2010,29(8):248-249.
［13］童亚拉. 突发群体性事件网络舆情信息传播复杂网络预测模型分析［J］. 微型电脑应用, 2011,27(2):28-29.
［14］强韶华,吴鹏. 突发事件网络舆情演变过程中网民群体行为仿真研究［J］. 现代图书情报技术, 2014(6):71-78.
［15］董坚峰. 基于Web挖掘的突发事件网络舆情预警研究［J］. 现代情报, 2014,34(2):43-47.
［16］张一文,齐佳音,方滨兴,等. 非常规突发事件网络舆情热度评价指标体系构建［J］. 情报杂志, 2010,29(11):71-75.
［17］陈新杰,呼雨,兰月新. 网络舆情监测指标体系构建研究［J］. 现代情报, 2012,32(5):4-7.
［18］兰月新. 突发事件网络舆情安全评估指标体系构建［J］. 情报杂志, 2011,30(0):73-76.
［19］戴媛,姚飞. 基于网络舆情安全的信息挖掘及评估指标体系研究［J］. 情报理论与实践, 2008,31(6):873-876.

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Research on Network Group Emergency Early Warning Method Based on Cloud Model

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