To Reach the Clouds: Application of Topic Models to the Meta-review on Cloud Computing Literature

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Journal Title
Journal ISSN
Volume Title
School of Business | A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Date
2016
Major/Subject
Mcode
Degree programme
Language
en
Pages
10
Series
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.
Description
Keywords
Cloud computing, topic models, meta-review, literature review, information systems
Other note
Citation
Upreti, Bikesh & Asatiani, Aleksandre & Malo, Pekka &. 2016. To Reach the Clouds: Application of Topic Models to the Meta-review on Cloud Computing Literature. Proceedings of the 49th Hawaii International Conference on System Sciences (HICSS). 10.