Study on microblog public opinion data mining algorithm based on multi-visual clustering model

被引:1
作者
Li, Lin-lin [1 ,2 ]
Hou, Wei-zhen [1 ]
Liu, Jing [1 ]
机构
[1] Renmin Univ China, Sch Informat Resources Management, Beijing 100872, Peoples R China
[2] Minist Transport, Informat Inst, Transport Planning & Res Inst, Beijing 100028, Peoples R China
关键词
multi-visual clustering; microblog; public opinion data; mining algorithm; simulation;
D O I
10.1504/IJAACS.2020.109810
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Because of the random distribution of microblog public opinion data, it is difficult to mine, this paper proposes a microblog public opinion data mining algorithm based on multi vision clustering model. It constructs the phase space distribution structure model of microblog public opinion data, the fuzzy association rule distribution set of microblog public opinion data, analyses the high-order statistical characteristics of microblog public opinion data, and advances the data of fuzzy clustering center according to the different statistical characteristics Row partition block scheduling. The binary structure of microblog public opinion data is reconstructed in the virtual database, and multi angle fuzzy clustering is carried out according to the reconstruction results to realise the optimised mining of microblog public opinion data. The simulation results show that the mining time of this method is up to 4.13 MS and the mining accuracy is up to 100%.
引用
收藏
页码:151 / 165
页数:15
相关论文
共 20 条
[1]   On the Controllability of an Advection-diffusion Equation with Respect to the Diffusion Parameter: Asymptotic Analysis and Numerical Simulations [J].
Amirat, Youcef ;
Munch, Arnaud .
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2019, 35 (01) :54-110
[2]   Wireless Powered Communication: Opportunities and Challenges [J].
Bi, Suzhi ;
Ho, Chin Keong ;
Zhang, Rui .
IEEE COMMUNICATIONS MAGAZINE, 2015, 53 (04) :117-125
[3]  
Chen Zhiwang, 2017, Computer Engineering and Applications, V53, P143, DOI 10.3778/j.issn.1002-8331.1606-0383
[4]  
Cheng Xue-Qi, 2014, Journal of Software, V25, P1889, DOI 10.13328/j.cnki.jos.004674
[5]   On nonsmooth robust multiobjective optimization under generalized convexity with applications to portfolio optimization [J].
Fakhar, Majid ;
Mahyarinia, Mohammad Reza ;
Zafarani, Jafar .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2018, 265 (01) :39-48
[6]   Investigation of a method for generating synthetic CT models from MRI scans of the head and neck for radiation therapy [J].
Hsu, Shu-Hui ;
Cao, Yue ;
Huang, Ke ;
Feng, Mary ;
Balter, James M. .
PHYSICS IN MEDICINE AND BIOLOGY, 2013, 58 (23) :8419-8435
[7]   基于最小生成树的多层次k-Means聚类算法及其在数据挖掘中的应用 [J].
金晓民 ;
张丽萍 .
吉林大学学报(理学版), 2018, 56 (05) :1187-1192
[8]  
Lee CM, 2015, J NONLINEAR CONVEX A, V16, P2039
[9]   Correction of Excitation Profile in Zero Echo Time (ZTE) Imaging Using Quadratic Phase-Modulated RF Pulse Excitation and Iterative Reconstruction [J].
Li, Cheng ;
Magland, Jeremy F. ;
Seifert, Alan C. ;
Wehrli, Felix W. .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2014, 33 (04) :961-969
[10]   基于趋势面与SSIM的时空数据相似度算法 [J].
李建勋 ;
佟瑞 ;
张永进 ;
唐子豪 .
计算机工程, 2018, 44 (09) :52-58