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dc.contributor.authorSharma, A.
dc.contributor.authorRana, Nripendra P.
dc.contributor.authorNunkoo, R.
dc.date.accessioned2021-01-10T20:13:30Z
dc.date.accessioned2021-01-12T15:20:26Z
dc.date.available2021-01-10T20:13:30Z
dc.date.available2021-01-12T15:20:26Z
dc.date.issued2021-06
dc.identifier.citationSharma A, Rana NP and Nunkoo R (2021) Fifty Years of Information Management Research: A Conceptual Structure Analysis using Structural Topic Modeling. International Journal of Information Management. 58: 102316.en_US
dc.identifier.urihttp://hdl.handle.net/10454/18302
dc.descriptionYesen_US
dc.description.abstractInformation management is the management of organizational processes, technologies, and people which collectively create, acquire, integrate, organize, process, store, disseminate, access, and dispose of the information. Information management is a vast, multi-disciplinary domain that syndicates various subdomains and perfectly intermingles with other domains. This study aims to provide a comprehensive overview of the information management domain from 1970 to 2019. Drawing upon the methodology from statistical text analysis research, this study summarizes the evolution of knowledge in this domain by examining the publication trends as per authors, institutions, countries, etc. Further, this study proposes a probabilistic generative model based on structural topic modeling to understand and extract the latent themes from the research articles related to information management. Furthermore, this study graphically visualizes the variations in the topic prevalences over the period of 1970 to 2019. The results highlight that the most common themes are data management, knowledge management, environmental management, project management, service management, and mobile and web management. The findings also identify themes such as knowledge management, environmental management, project management, and social communication as academic hotspots for future research.en_US
dc.language.isoenen_US
dc.relation.isreferencedbyhttps://doi.org/10.1016/j.ijinfomgt.2021.102316
dc.rights© 2021 Elsevier. Reproduced in accordance with the publisher's self-archiving policy. This manuscript version is made available under the CC-BY-NC-ND 4.0 license (https://creativecommons.org/licenses/by-nc-nd/4.0/)en_US
dc.subjectInformation managementen_US
dc.subjectStructural topic modelsen_US
dc.subjectTopic modellingen_US
dc.subjectGenerative modelsen_US
dc.subjectText analyticsen_US
dc.titleFifty Years of Information Management Research: A Conceptual Structure Analysis using Structural Topic Modelingen_US
dc.status.refereedYesen_US
dc.date.Accepted2021-01-10
dc.date.application2021-01-22
dc.typeArticleen_US
dc.date.EndofEmbargo2022-07-22
dc.type.versionAccepted manuscripten_US
dc.description.publicnotesThe full-text of this article will be released for public view at the end of the publisher embargo on 22 Jul 2022.en_US
dc.date.updated2021-01-10T20:13:45Z
refterms.dateFOA2021-01-12T15:20:48Z
dc.openaccess.statusGreenen_US


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