题名 | On the model design of integrated intelligent big data analytics systems |
作者 | |
通讯作者 | Chen, Kun |
发表日期 | 2015
|
DOI | |
发表期刊 | |
ISSN | 0263-5577
|
EISSN | 1758-5783
|
卷号 | 115期号:9页码:1666-1682 |
摘要 | Purpose - Although big data analytics has reaped great business rewards, big data system design and integration still face challenges resulting from the demanding environment, including challenges involving variety, uncertainty, and complexity. These characteristics in big data systems demand flexible and agile integration architectures. Furthermore, a formal model is needed to support design and verification. The purpose of this paper is to resolve the two problems with a collective intelligence (CI) model. |
关键词 | |
相关链接 | [来源记录] |
收录类别 | |
语种 | 英语
|
学校署名 | 第一
; 通讯
|
资助项目 | Shenzhen Research Grant[JCYJ2010417105742712]
|
WOS研究方向 | Computer Science
; Engineering
|
WOS类目 | Computer Science, Interdisciplinary Applications
; Engineering, Industrial
|
WOS记录号 | WOS:000369166900007
|
出版者 | |
EI入藏号 | 20154401452719
|
EI主题词 | Advanced Analytics
; Agile Manufacturing Systems
; Big Data
; Computer Architecture
; Data Analytics
; Design
; Multi Agent Systems
; Petri Nets
; Systems Analysis
|
EI分类号 | Data Processing And Image Processing:723.2
; Manufacturing:913.4
; Combinatorial Mathematics, Includes Graph Theory, Set Theory:921.4
; Systems Science:961
|
ESI学科分类 | ENGINEERING
|
来源库 | Web of Science
|
引用统计 |
被引频次[WOS]:27
|
成果类型 | 期刊论文 |
条目标识符 | http://sustech.caswiz.com/handle/2SGJ60CL/30071 |
专题 | 金融数学与金融工程系 商学院_金融系 |
作者单位 | 1.South Univ Sci & Technol, Dept Financial Math & Engn, Shenzhen, Peoples R China 2.City Univ Hong Kong, Dept Informat Syst, Kowloon, Hong Kong, Peoples R China |
第一作者单位 | 金融数学与金融工程系; 金融系 |
通讯作者单位 | 金融数学与金融工程系; 金融系 |
第一作者的第一单位 | 金融数学与金融工程系; 金融系 |
推荐引用方式 GB/T 7714 |
Chen, Kun,Li, Xin,Wang, Huaiqing. On the model design of integrated intelligent big data analytics systems[J]. INDUSTRIAL MANAGEMENT & DATA SYSTEMS,2015,115(9):1666-1682.
|
APA |
Chen, Kun,Li, Xin,&Wang, Huaiqing.(2015).On the model design of integrated intelligent big data analytics systems.INDUSTRIAL MANAGEMENT & DATA SYSTEMS,115(9),1666-1682.
|
MLA |
Chen, Kun,et al."On the model design of integrated intelligent big data analytics systems".INDUSTRIAL MANAGEMENT & DATA SYSTEMS 115.9(2015):1666-1682.
|
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | 操作 | |
10-1108_IMDS-03-2015(1014KB) | -- | -- | 开放获取 | -- | 浏览 |
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