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dc.contributor.authorRabhi, Fethi
dc.contributor.authorBandara, Madhushi
dc.contributor.authorNamvar, Anahita
dc.contributor.authorDemirörs, Onur
dc.date.accessioned2018-12-24T13:22:07Z
dc.date.available2018-12-24T13:22:07Z
dc.date.issued2018
dc.identifier.citationRabhi, F., Bandara, M., Namvar, A., and Demirörs, O. (2018). Big data analytics has little to do with analytics. In A. Beheshti, M. Hashmi, H. Dong, and W. E. Zhang (Eds.), Service research and innovation, (pp. 3-17). Cham: Springer. doi:10.1007/978-3-319-76587-7_1en_US
dc.identifier.isbn978-3-319-76586-0
dc.identifier.urihttps://doi.org/10.1007/978-3-319-76587-7_1
dc.identifier.urihttp://hdl.handle.net/11147/7064
dc.description6th Australasian Symposium on Service Research and Innovation, ASSRI 2017; Sydney, NSW; Australia; 19 October 2017 through 20 October 2017en_US
dc.description.abstractAs big data analytics is adapted across multitude of domains and applications there is a need for new platforms and architectures that support analytic solution engineering as a lean and iterative process. In this paper we discuss how different software development processes can be adapted to data analytic process engineering, incorporating service oriented architecture, scientific workflows, model driven engineering and semantic technology. Based on the experience obtained through ADAGE framework [1] and the findings of the survey on how semantic modeling is used for data analytic solution engineering [6], we propose two research directions - big data analytic development lifecycle and data analytic knowledge management for lean and flexible data analytic platforms.en_US
dc.language.isoengen_US
dc.publisherSpringeren_US
dc.relation.isversionof10.1007/978-3-319-76587-7_1en_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectAnalytic life cycleen_US
dc.subjectData analytic processen_US
dc.subjectKnowledge modellingen_US
dc.subjectSolution engineeringen_US
dc.titleBig data analytics has little to do with analyticsen_US
dc.typeconferenceObjecten_US
dc.typesubmittedVersion
dc.contributor.authorIDTR167231en_US
dc.contributor.iztechauthorDemirörs, Onur
dc.relation.journalService research and innovationen_US
dc.contributor.departmentIzmir Institute of Technology. Computer Engineeringen_US
dc.identifier.volume234en_US
dc.identifier.startpage3en_US
dc.identifier.endpage17en_US
dc.identifier.scopusSCOPUS:2-s2.0-85043571392
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US


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