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      Future educational environment – Identification of smart campus topic trends using text mining

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      International Journal of Educational Management
      Emerald

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          Abstract

          Purpose

          Recent attention to the developments focusing on the educational services has been noteworthy, with the educational environment specifically the smart campus emerging both as a domain and as an opportunity. As a domain worthy of exploration, a number of research efforts are being conceptualized around smart campus initiatives. The existing bouquet of research publications on smart campus provides a testimony of the enthusiasm and also exposes the heterogeneous attempts the domain has witnessed to date. The available evidence is still inadequate to provide clarity on the thrust areas of research around smart campus.

          Design/methodology/approach

          Given the understanding, this study intends to decode the domain to get an early impression of the focus of the research concentration around smart campus. Thereby the study resorts to an automated text-mining approach using Python on contents shortlisted systematically, and published between the period 2010 and May 2022, from select databases.

          Findings

          Based on the analysis it was possible to identify eight themes (i.e. smart campus characteristics, smart campus stakeholders, smart campus frameworks, smart campus technologies, smart campus infrastructure, smart campus evaluation, smart learning environment and smart campus applications) characterizing research efforts within the smart campus literature.

          Originality/value

          The themes around the smart campus showcase the thrust areas receiving attention. These characterize extant research endeavours in the smart campus domain and can offer useful pointers to researchers going forward. This awareness can also be beneficial to institutional leadership and technology providers intending to implement smart campus initiatives, contributing to the development of the educational environment.

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          Most cited references53

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          Probabilistic topic models

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            Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey

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              Mining Marketing Meaning from Online Chatter: Strategic Brand Analysis of Big Data Using Latent Dirichlet Allocation

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                Author and article information

                Contributors
                Journal
                International Journal of Educational Management
                IJEM
                Emerald
                0951-354X
                July 10 2023
                July 19 2023
                July 10 2023
                July 19 2023
                : 37
                : 4
                : 884-906
                Article
                10.1108/IJEM-01-2023-0005
                c5c21120-0d2a-4ec7-a7ea-42971e56dbf0
                © 2023

                https://www.emerald.com/insight/site-policies

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