dc.contributor.author |
Zhong, Runyang |
en |
dc.contributor.author |
Newman, ST |
en |
dc.contributor.author |
Huang, GQ |
en |
dc.contributor.author |
Lan, S |
en |
dc.date.accessioned |
2017-02-21T01:53:25Z |
en |
dc.date.issued |
2016-11 |
en |
dc.identifier.citation |
Computers and Industrial Engineering 101:572-591 Nov 2016 |
en |
dc.identifier.issn |
0360-8352 |
en |
dc.identifier.uri |
http://hdl.handle.net/2292/31912 |
en |
dc.description.abstract |
Data from service and manufacturing sectors is increasing sharply and lifts up a growing enthusiasm for the notion of Big Data. This paper investigates representative Big Data applications from typical services like finance & economics, healthcare, Supply Chain Management (SCM), and manufacturing sector. Current technologies from key aspects of storage technology, data processing technology, data visualization technique, Big Data analytics, as well as models and algorithms are reviewed. This paper then provides a discussion from analyzing current movements on the Big Data for SCM in service and manufacturing world-wide including North America, Europe, and Asia Pacific region. Current challenges, opportunities, and future perspectives such as data collection methods, data transmission, data storage, processing technologies for Big Data, Big Data-enabled decision-making models, as well as Big Data interpretation and application are highlighted. Observations and insights from this paper could be referred by academia and practitioners when implementing Big Data analytics in the service and manufacturing sectors. |
en |
dc.publisher |
Pergamon Press Ltd. |
en |
dc.relation.ispartofseries |
Computers and Industrial Engineering |
en |
dc.rights |
Items in ResearchSpace are protected by copyright, with all rights reserved, unless otherwise indicated. Previously published items are made available in accordance with the copyright policy of the publisher. |
en |
dc.rights.uri |
https://researchspace.auckland.ac.nz/docs/uoa-docs/rights.htm |
en |
dc.title |
Big Data for Supply Chain Management in the Service and Manufacturing Sectors: Challenges, Opportunities, and Future Perspectives |
en |
dc.type |
Journal Article |
en |
dc.identifier.doi |
10.1016/j.cie.2016.07.013 |
en |
pubs.begin-page |
572 |
en |
pubs.volume |
101 |
en |
pubs.end-page |
591 |
en |
dc.rights.accessrights |
http://purl.org/eprint/accessRights/RestrictedAccess |
en |
pubs.subtype |
Article |
en |
pubs.elements-id |
535854 |
en |
pubs.record-created-at-source-date |
2016-07-18 |
en |
pubs.online-publication-date |
2016-07-15 |
en |