Integration of system dynamics with big data using python: An overview

Nurul Afiqah Mat Zaib, Nor Erne Nazira Bazin, N. Mustaffa, R. Sallehuddin
{"title":"Integration of system dynamics with big data using python: An overview","authors":"Nurul Afiqah Mat Zaib, Nor Erne Nazira Bazin, N. Mustaffa, R. Sallehuddin","doi":"10.1109/ICT-ISPC.2017.8075337","DOIUrl":null,"url":null,"abstract":"Big Data has rapidly boomed into a hot topic that attracts attention from governments, academia, and industry around the world. Furthermore, the rapid development of Internet, Internet of Things, and Machine To Machine Communication has led to an extensive growth of data whether in industry or business area. This paper provided discussion about the definition, the characteristics of Big Data and important of Big Data to be integrated with System Dynamics model. Next, we present a basic step on how to simulate SD model into Python environment. Finally, we concluded the paper by presenting several suggestions for future references.","PeriodicalId":377665,"journal":{"name":"2017 6th ICT International Student Project Conference (ICT-ISPC)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 6th ICT International Student Project Conference (ICT-ISPC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICT-ISPC.2017.8075337","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

Big Data has rapidly boomed into a hot topic that attracts attention from governments, academia, and industry around the world. Furthermore, the rapid development of Internet, Internet of Things, and Machine To Machine Communication has led to an extensive growth of data whether in industry or business area. This paper provided discussion about the definition, the characteristics of Big Data and important of Big Data to be integrated with System Dynamics model. Next, we present a basic step on how to simulate SD model into Python environment. Finally, we concluded the paper by presenting several suggestions for future references.
使用python集成系统动力学与大数据:概述
大数据已经迅速成为一个热门话题,引起了世界各国政府、学术界和工业界的关注。此外,随着互联网、物联网和机器对机器通信的快速发展,无论是工业还是商业领域的数据都在广泛增长。本文讨论了大数据的定义、特点以及大数据与系统动力学模型集成的重要性。接下来,我们将介绍如何在Python环境中模拟SD模型的基本步骤。最后,对全文进行了总结,并提出了几点建议,供今后参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信