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Multidimensional Information Network Big Data Mining Algorithm Relying on Finite Element Analysis

In recent years, with the rapid development of the Internet, online social networks have been continuously integrated with traditional interpersonal networks and research on information dissemination in social networks has gradually increased. This article studies and analyzes the multidimensional i...

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Detalles Bibliográficos
Autor principal: Li, Haifeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9017521/
https://www.ncbi.nlm.nih.gov/pubmed/35449747
http://dx.doi.org/10.1155/2022/7156715
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author Li, Haifeng
author_facet Li, Haifeng
author_sort Li, Haifeng
collection PubMed
description In recent years, with the rapid development of the Internet, online social networks have been continuously integrated with traditional interpersonal networks and research on information dissemination in social networks has gradually increased. This article studies and analyzes the multidimensional information network big data mining algorithm based on the finite element analysis method. This paper firstly introduces the finite element analysis and calculation process, a finite element data mining simulation application software management system will integrate current data, calculation, and background data into one, then analyzes the data mining clustering algorithm, and conducts an experimental exploration of the influential node mining algorithm in complex networks. The experimental results show that the LIC algorithm is better than the CC algorithm, the DC algorithm, and the BC algorithm; its overall performance is improved by 30%, and the effect is better. The LIC algorithm can effectively and quickly determine the influential nodes, which is helpful for social network analysis.
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spelling pubmed-90175212022-04-20 Multidimensional Information Network Big Data Mining Algorithm Relying on Finite Element Analysis Li, Haifeng Comput Intell Neurosci Research Article In recent years, with the rapid development of the Internet, online social networks have been continuously integrated with traditional interpersonal networks and research on information dissemination in social networks has gradually increased. This article studies and analyzes the multidimensional information network big data mining algorithm based on the finite element analysis method. This paper firstly introduces the finite element analysis and calculation process, a finite element data mining simulation application software management system will integrate current data, calculation, and background data into one, then analyzes the data mining clustering algorithm, and conducts an experimental exploration of the influential node mining algorithm in complex networks. The experimental results show that the LIC algorithm is better than the CC algorithm, the DC algorithm, and the BC algorithm; its overall performance is improved by 30%, and the effect is better. The LIC algorithm can effectively and quickly determine the influential nodes, which is helpful for social network analysis. Hindawi 2022-04-11 /pmc/articles/PMC9017521/ /pubmed/35449747 http://dx.doi.org/10.1155/2022/7156715 Text en Copyright © 2022 Haifeng Li. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Li, Haifeng
Multidimensional Information Network Big Data Mining Algorithm Relying on Finite Element Analysis
title Multidimensional Information Network Big Data Mining Algorithm Relying on Finite Element Analysis
title_full Multidimensional Information Network Big Data Mining Algorithm Relying on Finite Element Analysis
title_fullStr Multidimensional Information Network Big Data Mining Algorithm Relying on Finite Element Analysis
title_full_unstemmed Multidimensional Information Network Big Data Mining Algorithm Relying on Finite Element Analysis
title_short Multidimensional Information Network Big Data Mining Algorithm Relying on Finite Element Analysis
title_sort multidimensional information network big data mining algorithm relying on finite element analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9017521/
https://www.ncbi.nlm.nih.gov/pubmed/35449747
http://dx.doi.org/10.1155/2022/7156715
work_keys_str_mv AT lihaifeng multidimensionalinformationnetworkbigdataminingalgorithmrelyingonfiniteelementanalysis