Validity Issues of Digital Trace Date for Platform as a Service: a Network Science Perspective

dc.contributor.author Aydın, Mehmet Nafiz
dc.contributor.author Aydın, Mehmet Nafiz
dc.contributor.author Kariniasukaite, Dzordana
dc.contributor.author Perdahci, Ziya N.
dc.contributor.other Management Information Systems
dc.date.accessioned 2021-01-26T17:21:00Z
dc.date.available 2021-01-26T17:21:00Z
dc.date.issued 2018
dc.description.abstract Data validity becomes a prominent research area in the context of data science driven research in the past years. In this study, we consider an application development on a cloud computing platform as a promising research area to examine digital trace data belonging to records of development activity undertaken. Trace data display such characteristics as found data that is not especially produced for research, event-based, and longitudinal, i.e., occurring over a period of time. Having these characteristics underlies many validity issues. We employ two application development trace data to articulate validity issues along with an iterative 4-phase research cycle. We demonstrate that when working with digital trace data, data validity issues must be addressed; otherwise it can lead to awry results of the research. en_US
dc.identifier.citationcount 4
dc.identifier.endpage 664 en_US
dc.identifier.isbn 9783319777023
dc.identifier.issue 745 en_US
dc.identifier.scopus 2-s2.0-85045146304 en_US
dc.identifier.startpage 654 en_US
dc.identifier.uri https://hdl.handle.net/20.500.12469/3740
dc.institutionauthor Aydın, Mehmet Nafiz en_US
dc.institutionauthor Kariniasukaite, Dzordana en_US
dc.language.iso en en_US
dc.publisher Springer Verlag en_US
dc.relation.journal 6th World Conference on Information Systems and Technologies, WorldCIST 2018 en_US
dc.relation.publicationcategory Kitap - Uluslararası en_US
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.scopus.citedbyCount 4
dc.subject Cloud computing en_US
dc.subject Digital trace data en_US
dc.subject Metadata actions en_US
dc.subject Network science en_US
dc.subject Validity en_US
dc.title Validity Issues of Digital Trace Date for Platform as a Service: a Network Science Perspective en_US
dc.type Book en_US
dspace.entity.type Publication
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relation.isOrgUnitOfPublication.latestForDiscovery ff62e329-217b-4857-88f0-1dae00646b8c

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