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《Journal of South China University of Technology(Natural Science Edition)》 2016-09
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Neural Network-Based Public Opinion Prediction Method for Microblog

HE Yan-xiang;LIU Jian-bo;SUN Song-tao;School of Computer∥State Key Laboratory of Software Engineering,Wuhan University;  
In view of the characteristics of microblog platform,a public opinion prediction method is proposed on the basis of neural networks. In this method,the post amount in unit time is taken as the quantitative index of event trend. Then,by considering the factors influencing events,the modeling is performed according to sample data,and the neural networks are employed to predict the future trend of the events outside the scope. Simulation results show that the proposed method is fast in terms of the quantization and modeling of the event trend,and it is effective in predicting the outbreak point and the post amount.
【Fund】: 国家自然科学基金资助项目(61303115 61472290 61472291);; 武汉市科技攻关项目资助项目(201210421135)~~
【CateGory Index】: TP391.1;TP183
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【Citations】
Chinese Journal Full-text Database 5 Hits
1 HE Yan-xiang;LIU Jian-bo;LIU Nan;PENG Min;CHEN Qiang;HE Jing;Computer School, Wuhan University;State Key Lab of Software Engineering, Wuhan University;Department of Quartermaster, Military Economic Academy;Kennesaw State University;;Based on improved malthusian model microblogging topic trend forecast[J];通信学报;2015-04
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【Co-citations】
Chinese Journal Full-text Database 8 Hits
1 HE Yan-xiang;LIU Jian-bo;SUN Song-tao;School of Computer∥State Key Laboratory of Software Engineering,Wuhan University;;Neural Network-Based Public Opinion Prediction Method for Microblog[J];华南理工大学学报(自然科学版);2016-09
2 You Dandan;Chen Fuji;School of Economics and Management,Fuzhou University;;Research on the Prediction of Network Public Opinion Based on Improved PSO and BP Neural Network[J];情报杂志;2016-08
3 LIAN Shu-juan;XUE Yu;Information Technology Center,Beijing Foreign Studies University;;Sudden Diffusion Network Public Opinion Tendency Forecast Method Research[J];计算机仿真;2016-07
4 LI Jian-bo;XIAN Xue-fu;State Key Laboratory of Coal Mine Disaster Dynamics and Control,Chongqing University;College of Resources and Environmental Science,Chongqing University;;Energy Demand Forecasting of Chongqing Based on Grey Neural Network Model[J];西南大学学报(自然科学版);2016-06
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8 ZHANG Wei;LI Yue-xin;Faculty of Computer Science and Information Engineering,Hubei University;;Learning to Rank Based on Linear Model for Social Media Streams[J];计算机科学;2015-12
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