To reach the clouds: Application of topic models to the meta-review on cloud computing literature

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Abstract

Cloud computing remains an increasingly popular topic among practitioners as well as researchers. The literature spans across multiple disciplines, and the knowledge is fragmented and not systematized. To address this issue we apply topic models to conduct a meta-review on cloud computing. We identify twenty research topics across multiple disciplines, and demonstrate the use of the approach to conduct reviews in the field of information systems (IS). In additionally, we discuss multidisciplinary nature of cloud research, as well as research topics attracting contributions from various scientific fields.

Details

Original languageEnglish
Title of host publicationProceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016
Publication statusPublished - 7 Mar 2016
MoE publication typeA4 Article in a conference publication
EventAnnual Hawaii International Conference on System Sciences - Koloa, United States
Duration: 5 Jan 20168 Jan 2016
Conference number: 49

Conference

ConferenceAnnual Hawaii International Conference on System Sciences
Abbreviated titleHICSS
CountryUnited States
CityKoloa
Period05/01/201608/01/2016

    Research areas

  • Cloud computing, Digitalization, Information systems, Latent Dirichlet Allocation, Literature review, Meta-review, Topic models

ID: 6510317