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Future of Information Systems Research Through the Rear View Mirror: Themes and Trends Using BERT Topic Modeling | Synapse
March 3, 2026
Future of Information Systems Research Through the Rear View Mirror: Themes and Trends Using BERT Topic Modeling
SS
Sharada Sringeswara
SS
Supriya Sharma
JS
Jang Bahadur Singh
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Key Points
The analysis identifies key themes influencing information systems research through advanced topic modeling techniques.
Key evidence indicates that 75% of the topics derived from BERT modeling are related to emerging technologies.
Observational analysis utilizing BERT topic modeling demonstrates shifts in information systems research over the past decade.
The findings suggest a need to adapt to rapidly changing data trends, indicating future research directions.
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Sringeswara et al. (Sat,) studied this question.
synapsesocial.com/papers/69a759ebc6e9836116a1f4df
https://doi.org/https://doi.org/10.1007/s10796-025-10677-0