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Application of Cluster Analysis Technology in Visualization Research of Movie Review Data
In order to improve the reference value of film review data, this paper combines clustering analysis technology to construct a film review clustering visualization research system to improve the visualization effect of film reviews. Moreover, this paper analyzes online reviews based on the method of...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9308508/ https://www.ncbi.nlm.nih.gov/pubmed/35880060 http://dx.doi.org/10.1155/2022/7756896 |
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author | Xu, Bin Chen, Cheng Yang, Jong-Hoon |
author_facet | Xu, Bin Chen, Cheng Yang, Jong-Hoon |
author_sort | Xu, Bin |
collection | PubMed |
description | In order to improve the reference value of film review data, this paper combines clustering analysis technology to construct a film review clustering visualization research system to improve the visualization effect of film reviews. Moreover, this paper analyzes online reviews based on the method of type-2 fuzzy sets and determines the interval of type-2 fuzzy sets of each factor set of commodity status in commercial stores by considering both the language and specific numbers of keywords in online review texts. In addition, this paper analyzes intelligent control through practical application and sets the expected target of the control object. Finally, according to the fuzzy rules and word calculation, this paper determines the interference or improvement measures that can be referenced to form a closed-loop control. The experimental research shows that cluster analysis technology can play a certain role in the visual analysis of film review data. |
format | Online Article Text |
id | pubmed-9308508 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-93085082022-07-24 Application of Cluster Analysis Technology in Visualization Research of Movie Review Data Xu, Bin Chen, Cheng Yang, Jong-Hoon Comput Intell Neurosci Research Article In order to improve the reference value of film review data, this paper combines clustering analysis technology to construct a film review clustering visualization research system to improve the visualization effect of film reviews. Moreover, this paper analyzes online reviews based on the method of type-2 fuzzy sets and determines the interval of type-2 fuzzy sets of each factor set of commodity status in commercial stores by considering both the language and specific numbers of keywords in online review texts. In addition, this paper analyzes intelligent control through practical application and sets the expected target of the control object. Finally, according to the fuzzy rules and word calculation, this paper determines the interference or improvement measures that can be referenced to form a closed-loop control. The experimental research shows that cluster analysis technology can play a certain role in the visual analysis of film review data. Hindawi 2022-07-16 /pmc/articles/PMC9308508/ /pubmed/35880060 http://dx.doi.org/10.1155/2022/7756896 Text en Copyright © 2022 Bin Xu et al. 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 Xu, Bin Chen, Cheng Yang, Jong-Hoon Application of Cluster Analysis Technology in Visualization Research of Movie Review Data |
title | Application of Cluster Analysis Technology in Visualization Research of Movie Review Data |
title_full | Application of Cluster Analysis Technology in Visualization Research of Movie Review Data |
title_fullStr | Application of Cluster Analysis Technology in Visualization Research of Movie Review Data |
title_full_unstemmed | Application of Cluster Analysis Technology in Visualization Research of Movie Review Data |
title_short | Application of Cluster Analysis Technology in Visualization Research of Movie Review Data |
title_sort | application of cluster analysis technology in visualization research of movie review data |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9308508/ https://www.ncbi.nlm.nih.gov/pubmed/35880060 http://dx.doi.org/10.1155/2022/7756896 |
work_keys_str_mv | AT xubin applicationofclusteranalysistechnologyinvisualizationresearchofmoviereviewdata AT chencheng applicationofclusteranalysistechnologyinvisualizationresearchofmoviereviewdata AT yangjonghoon applicationofclusteranalysistechnologyinvisualizationresearchofmoviereviewdata |