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Future of Information Systems Research Through the Rear View Mirror: Themes and Trends Using BERT Topic Modeling

Sharada Sringeswara et al.

Information Systems Frontiers2026https://doi.org/10.1007/s10796-025-10677-0article
AJG 3ABDC A
Weight
0.37

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https://doi.org/https://doi.org/10.1007/s10796-025-10677-0

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@article{sharada2026,
  title        = {{Future of Information Systems Research Through the Rear View Mirror: Themes and Trends Using BERT Topic Modeling}},
  author       = {Sharada Sringeswara et al.},
  journal      = {Information Systems Frontiers},
  year         = {2026},
  doi          = {https://doi.org/https://doi.org/10.1007/s10796-025-10677-0},
}

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Future of Information Systems Research Through the Rear View Mirror: Themes and Trends Using BERT Topic Modeling

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Evidence weight

0.37

Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40

F · citation impact0.16 × 0.4 = 0.06
M · momentum0.53 × 0.15 = 0.08
V · venue signal0.50 × 0.05 = 0.03
R · text relevance †0.50 × 0.4 = 0.20

† Text relevance is estimated at 0.50 on the detail page — for your query’s actual relevance score, open this paper from a search result.