Recent Development in Big Data Analytics for Business Operations and Risk Management
被引:166
作者:
Choi, Tsan-Ming
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Fash Business, Hong Kong, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Fash Business, Hong Kong, Hong Kong, Peoples R China
Choi, Tsan-Ming
[1
]
Chan, Hing Kai
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机构:
Univ Nottingham, Sch Business, Ningbo 315100, Zhejiang, Peoples R ChinaHong Kong Polytech Univ, Fash Business, Hong Kong, Hong Kong, Peoples R China
Chan, Hing Kai
[2
]
Yue, Xiaohang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Wisconsin, Milwaukee, WI 53201 USAHong Kong Polytech Univ, Fash Business, Hong Kong, Hong Kong, Peoples R China
Yue, Xiaohang
[3
]
机构:
[1] Hong Kong Polytech Univ, Fash Business, Hong Kong, Hong Kong, Peoples R China
[2] Univ Nottingham, Sch Business, Ningbo 315100, Zhejiang, Peoples R China
Big data analytics;
business intelligence (BI);
operational risk analysis;
operations management;
systems reliability;
security;
SUPPLY CHAIN;
CLOUD SERVICE;
DATA SYSTEMS;
MASTER DATA;
INTELLIGENCE;
INFORMATION;
MODEL;
SECURITY;
INTERNET;
IMPACT;
D O I:
10.1109/TCYB.2015.2507599
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
"Big data" is an emerging topic and has attracted the attention of many researchers and practitioners in industrial systems engineering and cybernetics. Big data analytics would definitely lead to valuable knowledge for many organizations. Business operations and risk management can be a beneficiary as there are many data collection channels in the related industrial systems (e.g., wireless sensor networks, Internet-based systems, etc.). Big data research, however, is still in its infancy. Its focus is rather unclear and related studies are not well amalgamated. This paper aims to present the challenges and opportunities of big data analytics in this unique application domain. Technological development and advances for industrial-based business systems, reliability and security of industrial systems, and their operational risk management are examined. Important areas for future research are also discussed and revealed.
机构:
UAE Univ, Coll Informat Technol, Dept Comp Sci & Software Engn, POB 15551, Al Ain, U Arab EmiratesUAE Univ, Coll Informat Technol, Dept Comp Sci & Software Engn, POB 15551, Al Ain, U Arab Emirates
Badidi, Elarbi
Mahrez, Zineb
论文数: 0引用数: 0
h-index: 0
机构:
Hassan II Univ Casablanca, ENSEM, NEST Res Grp, LRI Lab, Casablanca 9167, MoroccoUAE Univ, Coll Informat Technol, Dept Comp Sci & Software Engn, POB 15551, Al Ain, U Arab Emirates
Mahrez, Zineb
Sabir, Essaid
论文数: 0引用数: 0
h-index: 0
机构:
Hassan II Univ Casablanca, ENSEM, NEST Res Grp, LRI Lab, Casablanca 9167, Morocco
Univ Quebec Montreal UQAM, Dept Comp Sci, Montreal, PQ H2L 2C4, CanadaUAE Univ, Coll Informat Technol, Dept Comp Sci & Software Engn, POB 15551, Al Ain, U Arab Emirates
机构:
Al Ain Univ, Coll Commun & Media, Abu Dhabi Campus, Abu Dhabi, U Arab EmiratesAl Ain Univ, Coll Commun & Media, Abu Dhabi Campus, Abu Dhabi, U Arab Emirates
Aljumah, Ahmad Ibrahim
Nuseir, Mohammed T.
论文数: 0引用数: 0
h-index: 0
机构:
Al Ain Univ, Coll Business, Al Ain, U Arab EmiratesAl Ain Univ, Coll Commun & Media, Abu Dhabi Campus, Abu Dhabi, U Arab Emirates
Nuseir, Mohammed T.
Alam, Md Mahmudul
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utara Malaysia, Sch Econ Finance & Banking, Sintok, Kedah, MalaysiaAl Ain Univ, Coll Commun & Media, Abu Dhabi Campus, Abu Dhabi, U Arab Emirates
机构:
Univ Fed Rio de Janeiro, Inst Coppead Adm, Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Inst Coppead Adm, Rio De Janeiro, Brazil
Santos, Leonardo de Assis
Marques, Leonardo
论文数: 0引用数: 0
h-index: 0
机构:
Audencia Business Sch, Informat Syst & Supply Chain Management Dept, Nantes, FranceUniv Fed Rio de Janeiro, Inst Coppead Adm, Rio De Janeiro, Brazil
机构:
UAE Univ, Coll Informat Technol, Dept Comp Sci & Software Engn, POB 15551, Al Ain, U Arab EmiratesUAE Univ, Coll Informat Technol, Dept Comp Sci & Software Engn, POB 15551, Al Ain, U Arab Emirates
Badidi, Elarbi
Mahrez, Zineb
论文数: 0引用数: 0
h-index: 0
机构:
Hassan II Univ Casablanca, ENSEM, NEST Res Grp, LRI Lab, Casablanca 9167, MoroccoUAE Univ, Coll Informat Technol, Dept Comp Sci & Software Engn, POB 15551, Al Ain, U Arab Emirates
Mahrez, Zineb
Sabir, Essaid
论文数: 0引用数: 0
h-index: 0
机构:
Hassan II Univ Casablanca, ENSEM, NEST Res Grp, LRI Lab, Casablanca 9167, Morocco
Univ Quebec Montreal UQAM, Dept Comp Sci, Montreal, PQ H2L 2C4, CanadaUAE Univ, Coll Informat Technol, Dept Comp Sci & Software Engn, POB 15551, Al Ain, U Arab Emirates
机构:
Al Ain Univ, Coll Commun & Media, Abu Dhabi Campus, Abu Dhabi, U Arab EmiratesAl Ain Univ, Coll Commun & Media, Abu Dhabi Campus, Abu Dhabi, U Arab Emirates
Aljumah, Ahmad Ibrahim
Nuseir, Mohammed T.
论文数: 0引用数: 0
h-index: 0
机构:
Al Ain Univ, Coll Business, Al Ain, U Arab EmiratesAl Ain Univ, Coll Commun & Media, Abu Dhabi Campus, Abu Dhabi, U Arab Emirates
Nuseir, Mohammed T.
Alam, Md Mahmudul
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utara Malaysia, Sch Econ Finance & Banking, Sintok, Kedah, MalaysiaAl Ain Univ, Coll Commun & Media, Abu Dhabi Campus, Abu Dhabi, U Arab Emirates
机构:
Univ Fed Rio de Janeiro, Inst Coppead Adm, Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Inst Coppead Adm, Rio De Janeiro, Brazil
Santos, Leonardo de Assis
Marques, Leonardo
论文数: 0引用数: 0
h-index: 0
机构:
Audencia Business Sch, Informat Syst & Supply Chain Management Dept, Nantes, FranceUniv Fed Rio de Janeiro, Inst Coppead Adm, Rio De Janeiro, Brazil