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

Bikesh Raj Upreti; Aleksandre Asatiani; Pekka Malo

doi:10.1109/HICSS.2016.493

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

Bikesh Raj Upreti
, Aleksandre Asatiani
, Pekka Malo

Department of Information and Service Management

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

9 Citations (Scopus)

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.

Original language	English
Title of host publication	Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016
Publisher	IEEE
Pages	3979-3988
Number of pages	10
Volume	2016-March
ISBN (Electronic)	9780769556703
DOIs	https://doi.org/10.1109/HICSS.2016.493
Publication status	Published - 7 Mar 2016
MoE publication type	A4 Conference publication
Event	Annual Hawaii International Conference on System Sciences - Koloa, United States Duration: 5 Jan 2016 → 8 Jan 2016 Conference number: 49

Conference

Conference	Annual Hawaii International Conference on System Sciences
Abbreviated title	HICSS
Country/Territory	United States
City	Koloa
Period	05/01/2016 → 08/01/2016

Keywords

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

Access to Document

10.1109/HICSS.2016.493

Cite this

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

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.",

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author = "Upreti, \{Bikesh Raj\} and Aleksandre Asatiani and Pekka Malo",

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language = "English",

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booktitle = "Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016",

publisher = "IEEE",

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note = "Annual Hawaii International Conference on System Sciences, HICSS ; Conference date: 05-01-2016 Through 08-01-2016",

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Upreti, BR, Asatiani, A & Malo, P 2016, To reach the clouds: Application of topic models to the meta-review on cloud computing literature. in Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016. vol. 2016-March, 7427678, IEEE, pp. 3979-3988, Annual Hawaii International Conference on System Sciences, Koloa, Hawaii, United States, 05/01/2016. https://doi.org/10.1109/HICSS.2016.493

To reach the clouds: Application of topic models to the meta-review on cloud computing literature. / Upreti, Bikesh Raj; Asatiani, Aleksandre; Malo, Pekka.
Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016. Vol. 2016-March IEEE, 2016. p. 3979-3988 7427678.

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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AU - Malo, Pekka

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PY - 2016/3/7

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AB - 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.

KW - Cloud computing

KW - Digitalization

KW - Information systems

KW - Latent Dirichlet Allocation

KW - Literature review

KW - Meta-review

KW - Topic models

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DO - 10.1109/HICSS.2016.493

M3 - Conference article in proceedings

AN - SCOPUS:84975465600

VL - 2016-March

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EP - 3988

BT - Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016

PB - IEEE

Y2 - 5 January 2016 through 8 January 2016

ER -

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

Abstract

Conference

Keywords

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