A Comparative Perspective on Technologies of Big Data Value Chain

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dc.authoridAYDIN, AHMET ARIF/0000-0002-4124-7275
dc.contributor.authorAydin, Ahmet Arif
dc.date.accessioned2024-08-04T20:54:47Z
dc.date.available2024-08-04T20:54:47Z
dc.date.issued2023
dc.departmentİnönü Üniversitesien_US
dc.description.abstractData is one of the most valuable assets in the digital era because it may conceal hidden valuable insights. Diverse organizations in diverse domains overcome the challenges of the big data value chain by employing a wide range of technologies to meet their needs and achieve a variety of goals to support their decision-making. Due to the significance of data-oriented technologies, this paper presents a model of the big data value chain based on technologies used in the acquisition, storage, and analysis of data. The following are the paper's contributions: First, a model of the big data value chain is developed to illustrate a comprehensive representation of the big data value chain that depicts the relationships between the characteristics of big data and the technologies associated with each category. Second, in contrast to previous research, this paper presents an overview of technologies for each category of the big data value chain. The third contribution of this paper is to assist researchers and developers of data-intensive systems in selecting the appropriate technology for their specific application development use cases by providing examples of applications and use cases from prominent papers in a variety of fields and by describing the capabilities and stages of the technologies being presented so that the right technology is used at the right time in the big data collection, processing, storage, and analytics tasks.en_US
dc.identifier.doi10.1109/ACCESS.2023.3323160
dc.identifier.endpage112146en_US
dc.identifier.issn2169-3536
dc.identifier.scopus2-s2.0-85174850844en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage112133en_US
dc.identifier.urihttps://doi.org/10.1109/ACCESS.2023.3323160
dc.identifier.urihttps://hdl.handle.net/11616/101635
dc.identifier.volume11en_US
dc.identifier.wosWOS:001090513500001en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIeee-Inst Electrical Electronics Engineers Incen_US
dc.relation.ispartofIeee Accessen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectAnalyticsen_US
dc.subjectacquisitionen_US
dc.subjectbig data technologiesen_US
dc.subjectinformation systemsen_US
dc.subjectstorageen_US
dc.titleA Comparative Perspective on Technologies of Big Data Value Chainen_US
dc.typeArticleen_US

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