Recent Development in Big Data Analytics for Business Operations and Risk Management
被引:165
|
作者:
Choi, Tsan-Ming
论文数: 0引用数: 0
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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
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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:
Hong Kong Polytech Univ, Fac Appl Sci & Text, Inst Text & Clothing, Business Div, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Fac Appl Sci & Text, Inst Text & Clothing, Business Div, Kowloon, Hong Kong, Peoples R China
Choi, Tsan-Ming
Wallace, Stein W.
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机构:
NHH Norwegian Sch Econ, Dept Business & Management Sci, NO-5045 Bergen, NorwayHong Kong Polytech Univ, Fac Appl Sci & Text, Inst Text & Clothing, Business Div, Kowloon, Hong Kong, Peoples R China
Wallace, Stein W.
Wang, Yulan
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h-index: 0
机构:
Hong Kong Polytech Univ, Fac Business, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Fac Appl Sci & Text, Inst Text & Clothing, Business Div, Kowloon, Hong Kong, Peoples R China
机构:
Pole Univ Leonard de Vinci, Paris Def, Res Ctr, Paris, France
Univ Turin, Dept Management, Turin, ItalyUniv Campus Biomed Roma, Dept Engn, Rome, Italy
Scuotto, Veronica
Del Giudice, Manlio
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h-index: 0
机构:
Link Campus Univ Rome, Rome, Italy
Paris Sch Business, Rue Natl, Paris, FranceUniv Campus Biomed Roma, Dept Engn, Rome, Italy
机构:
Zhejiang Ind & Trade Vocat Coll, Wenzhou 325003, Zhejiang, Peoples R ChinaZhejiang Ind & Trade Vocat Coll, Wenzhou 325003, Zhejiang, Peoples R China
Zhang, Yu
Ramanathan, L.
论文数: 0引用数: 0
h-index: 0
机构:
Vellore Inst Technol, Sch Comp Sci & Engn, Vellore 632014, Tamil Nadu, IndiaZhejiang Ind & Trade Vocat Coll, Wenzhou 325003, Zhejiang, Peoples R China
Ramanathan, L.
Maheswari, M.
论文数: 0引用数: 0
h-index: 0
机构:
Satyabama Inst Sci & Technol, Sch Comp Sci & Engn, Chennai 600119, Tamil Nadu, IndiaZhejiang Ind & Trade Vocat Coll, Wenzhou 325003, Zhejiang, Peoples R China