探索数据分析的景观:回顾其在厄瓜多尔的应用和影响

Comput. Pub Date : 2023-07-22 DOI:10.3390/computers12070146
Manuel Ayala-Chauvin, Fátima Avilés-Castillo, J. Buele
{"title":"探索数据分析的景观:回顾其在厄瓜多尔的应用和影响","authors":"Manuel Ayala-Chauvin, Fátima Avilés-Castillo, J. Buele","doi":"10.3390/computers12070146","DOIUrl":null,"url":null,"abstract":"Data analysis is increasingly critical in aiding decision-making within public and private institutions. This paper scrutinizes the status quo of big data and data analysis and its applications within Ecuador, focusing on its societal, educational, and industrial impact. A detailed literature review was conducted from academic databases such as SpringerLink, Scopus, IEEE Xplore, Web of Science, and ACM, incorporating research from inception until May 2023. The search process adhered to the PRISMA statement, employing specific inclusion and exclusion criteria. The analysis revealed that data implementation in Ecuador, while recent, has found noteworthy applications in six principal areas, classified using ISCED: education, science, engineering, health, social, and services. In the scientific and engineering sectors, big data has notably contributed to disaster mitigation and optimizing resource allocation in smart cities. Its application in the social sector has fortified cybersecurity and election data integrity, while in services, it has enhanced residential ICT adoption and urban planning. Health sector applications are emerging, particularly in disease prediction and patient monitoring. Educational applications predominantly involve student performance analysis and curricular evaluation. This review emphasizes that while big data’s potential is being gradually realized in Ecuador, further research, data security measures, and institutional interoperability are required to fully leverage its benefits.","PeriodicalId":10526,"journal":{"name":"Comput.","volume":"10 1","pages":"146"},"PeriodicalIF":0.0000,"publicationDate":"2023-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Exploring the Landscape of Data Analysis: A Review of Its Application and Impact in Ecuador\",\"authors\":\"Manuel Ayala-Chauvin, Fátima Avilés-Castillo, J. Buele\",\"doi\":\"10.3390/computers12070146\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Data analysis is increasingly critical in aiding decision-making within public and private institutions. This paper scrutinizes the status quo of big data and data analysis and its applications within Ecuador, focusing on its societal, educational, and industrial impact. A detailed literature review was conducted from academic databases such as SpringerLink, Scopus, IEEE Xplore, Web of Science, and ACM, incorporating research from inception until May 2023. The search process adhered to the PRISMA statement, employing specific inclusion and exclusion criteria. The analysis revealed that data implementation in Ecuador, while recent, has found noteworthy applications in six principal areas, classified using ISCED: education, science, engineering, health, social, and services. In the scientific and engineering sectors, big data has notably contributed to disaster mitigation and optimizing resource allocation in smart cities. Its application in the social sector has fortified cybersecurity and election data integrity, while in services, it has enhanced residential ICT adoption and urban planning. Health sector applications are emerging, particularly in disease prediction and patient monitoring. Educational applications predominantly involve student performance analysis and curricular evaluation. This review emphasizes that while big data’s potential is being gradually realized in Ecuador, further research, data security measures, and institutional interoperability are required to fully leverage its benefits.\",\"PeriodicalId\":10526,\"journal\":{\"name\":\"Comput.\",\"volume\":\"10 1\",\"pages\":\"146\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-07-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Comput.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3390/computers12070146\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Comput.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/computers12070146","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

数据分析在帮助公共和私营机构决策方面越来越重要。本文审视了大数据和数据分析的现状及其在厄瓜多尔的应用,重点关注其对社会、教育和工业的影响。从SpringerLink、Scopus、IEEE explore、Web of Science和ACM等学术数据库中进行了详细的文献综述,纳入了从成立到2023年5月的研究。搜索过程遵循PRISMA声明,采用具体的纳入和排除标准。分析显示,厄瓜多尔的数据实施工作虽然是最近才开始的,但已在六个主要领域发现了值得注意的应用,这些领域按照经济和社会发展战略分类:教育、科学、工程、卫生、社会和服务。在科技和工程领域,大数据在防灾减灾和智慧城市资源优化配置方面发挥了显著作用。它在社会领域的应用加强了网络安全和选举数据的完整性,而在服务领域,它促进了住宅ICT的采用和城市规划。卫生部门的应用正在出现,特别是在疾病预测和病人监测方面。教育应用主要涉及学生表现分析和课程评价。本综述强调,虽然厄瓜多尔正在逐步实现大数据的潜力,但需要进一步的研究、数据安全措施和机构互操作性,以充分发挥其优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Exploring the Landscape of Data Analysis: A Review of Its Application and Impact in Ecuador
Data analysis is increasingly critical in aiding decision-making within public and private institutions. This paper scrutinizes the status quo of big data and data analysis and its applications within Ecuador, focusing on its societal, educational, and industrial impact. A detailed literature review was conducted from academic databases such as SpringerLink, Scopus, IEEE Xplore, Web of Science, and ACM, incorporating research from inception until May 2023. The search process adhered to the PRISMA statement, employing specific inclusion and exclusion criteria. The analysis revealed that data implementation in Ecuador, while recent, has found noteworthy applications in six principal areas, classified using ISCED: education, science, engineering, health, social, and services. In the scientific and engineering sectors, big data has notably contributed to disaster mitigation and optimizing resource allocation in smart cities. Its application in the social sector has fortified cybersecurity and election data integrity, while in services, it has enhanced residential ICT adoption and urban planning. Health sector applications are emerging, particularly in disease prediction and patient monitoring. Educational applications predominantly involve student performance analysis and curricular evaluation. This review emphasizes that while big data’s potential is being gradually realized in Ecuador, further research, data security measures, and institutional interoperability are required to fully leverage its benefits.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
A U-Net Architecture for Inpainting Lightstage Normal Maps Implementing Virtualization on Single-Board Computers: A Case Study on Edge Computing Electrocardiogram Signals Classification Using Deep-Learning-Based Incorporated Convolutional Neural Network and Long Short-Term Memory Framework The Mechanism of Resonant Amplification of One-Dimensional Detonation Propagating in a Non-Uniform Mixture Application of Immersive VR Serious Games in the Treatment of Schizophrenia Negative Symptoms
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1