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

Loading...
Thumbnail Image

Access rights

© 2016 Institute of Electrical and Electronics Engineers (IEEE). Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other work.

URL

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.