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

This work applies topic models to conduct a meta-review on cloud computing, identifies twenty research topics across multiple disciplines, and demonstrates the use of the approach to conduct reviews in the field of information systems (IS).

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.