Big Data Analytic Framework for Organizational Leverage

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dc.citation.issue5
dc.citation.volume11
dc.contributor.authorMathrani S
dc.contributor.authorLai X
dc.date.available2021-03
dc.date.issued6/03/2021
dc.description.abstractWeb data have grown exponentially to reach zettabyte scales. Mountains of data come from several online applications, such as e-commerce, social media, web and sensor-based devices, business web sites, and other information types posted by users. Big data analytics (BDA) can help to derive new insights from this huge and fast-growing data source. The core advantage of BDA technology is in its ability to mine these data and provide information on underlying trends. BDA, however, faces innate difficulty in optimizing the process and capabilities that require merging of diverse data assets to generate viable information. This paper explores the BDA process and capabilities in leveraging data via three case studies who are prime users of BDA tools. Findings emphasize four key components of the BDA process framework: system coordination, data sourcing, big data application service, and end users. Further building blocks are data security, privacy, and management that represent services for providing functionality to the four components of the BDA process across information and technology value chains.
dc.description.publication-statusPublished
dc.identifierhttp://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000628001600001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=c5bb3b2499afac691c2e3c1a83ef6fef
dc.identifierARTN 2340
dc.identifier.citationAPPLIED SCIENCES-BASEL, 2021, 11 (5)
dc.identifier.doi10.3390/app11052340
dc.identifier.eissn2076-3417
dc.identifier.elements-id441464
dc.identifier.harvestedMassey_Dark
dc.identifier.urihttps://hdl.handle.net/10179/16184
dc.publisherMDPI (Basel, Switzerland)
dc.relation.isPartOfAPPLIED SCIENCES-BASEL
dc.subjectbig data
dc.subjectbig data analytics
dc.subjectbig data process
dc.subjectbig data analytic framework
dc.titleBig Data Analytic Framework for Organizational Leverage
dc.typeJournal article
pubs.notesNot known
pubs.organisational-group/Massey University
pubs.organisational-group/Massey University/College of Sciences
pubs.organisational-group/Massey University/College of Sciences/School of Food and Advanced Technology
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