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Construction of a rural tourism information service management system for multi-source heterogeneous data processing
This study offers an integrated service management system for rural tourist information based on a cloud platform to address the three main issues of high platform concurrency, difficulty storing and managing data, and trouble sharing data functions. Three levels—data, process, and architecture—are...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280680/ https://www.ncbi.nlm.nih.gov/pubmed/37346724 http://dx.doi.org/10.7717/peerj-cs.1334 |
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author | Wu, Xuefei Huang, Jiahui |
author_facet | Wu, Xuefei Huang, Jiahui |
author_sort | Wu, Xuefei |
collection | PubMed |
description | This study offers an integrated service management system for rural tourist information based on a cloud platform to address the three main issues of high platform concurrency, difficulty storing and managing data, and trouble sharing data functions. Three levels—data, process, and architecture—are considered in the analysis and design of the platform. The Hadoop data storage system makes possible the collection, storage, administration, and exchange of data functions for large amounts of heterogeneous data from many different sources by utilising Netty data transmission technology, hybrid data storage technology, and the Web Foundation. The results demonstrate that the system’s response time is low, and the CPU consumption time and the average utilisation rate meet the actual needs. They resolve issues with the current rural tourism platforms application, such as the difficulty of data collection, the low rate of reuse, the low rate of sharing, the lack of timely updates, and severe island phenomena. |
format | Online Article Text |
id | pubmed-10280680 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102806802023-06-21 Construction of a rural tourism information service management system for multi-source heterogeneous data processing Wu, Xuefei Huang, Jiahui PeerJ Comput Sci Artificial Intelligence This study offers an integrated service management system for rural tourist information based on a cloud platform to address the three main issues of high platform concurrency, difficulty storing and managing data, and trouble sharing data functions. Three levels—data, process, and architecture—are considered in the analysis and design of the platform. The Hadoop data storage system makes possible the collection, storage, administration, and exchange of data functions for large amounts of heterogeneous data from many different sources by utilising Netty data transmission technology, hybrid data storage technology, and the Web Foundation. The results demonstrate that the system’s response time is low, and the CPU consumption time and the average utilisation rate meet the actual needs. They resolve issues with the current rural tourism platforms application, such as the difficulty of data collection, the low rate of reuse, the low rate of sharing, the lack of timely updates, and severe island phenomena. PeerJ Inc. 2023-06-09 /pmc/articles/PMC10280680/ /pubmed/37346724 http://dx.doi.org/10.7717/peerj-cs.1334 Text en ©2023 Wu and Huang https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited. |
spellingShingle | Artificial Intelligence Wu, Xuefei Huang, Jiahui Construction of a rural tourism information service management system for multi-source heterogeneous data processing |
title | Construction of a rural tourism information service management system for multi-source heterogeneous data processing |
title_full | Construction of a rural tourism information service management system for multi-source heterogeneous data processing |
title_fullStr | Construction of a rural tourism information service management system for multi-source heterogeneous data processing |
title_full_unstemmed | Construction of a rural tourism information service management system for multi-source heterogeneous data processing |
title_short | Construction of a rural tourism information service management system for multi-source heterogeneous data processing |
title_sort | construction of a rural tourism information service management system for multi-source heterogeneous data processing |
topic | Artificial Intelligence |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10280680/ https://www.ncbi.nlm.nih.gov/pubmed/37346724 http://dx.doi.org/10.7717/peerj-cs.1334 |
work_keys_str_mv | AT wuxuefei constructionofaruraltourisminformationservicemanagementsystemformultisourceheterogeneousdataprocessing AT huangjiahui constructionofaruraltourisminformationservicemanagementsystemformultisourceheterogeneousdataprocessing |