A temporal adaptive dictionary-constrained LDA and Bi-calibrated dual granularity DTM framework for dynamic topic evolution analysis in academic papers.

Yin X

DOI: 10.1038/s41598-026-54348-9
Published: 2026 May 29
Container: Scientific reports
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-54348-9,
  title = {A temporal adaptive dictionary-constrained LDA and Bi-calibrated dual granularity DTM framework for dynamic topic evolution analysis in academic papers.},
  author = {Yin X},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-026-54348-9},
  url = {https://doi.org/10.1038/s41598-026-54348-9}
}

RIS

TY  - JOUR
TI  - A temporal adaptive dictionary-constrained LDA and Bi-calibrated dual granularity DTM framework for dynamic topic evolution analysis in academic papers.
AU  - Yin X
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-026-54348-9
UR  - https://doi.org/10.1038/s41598-026-54348-9
ER  -

APA

X, Y. (2026). A temporal adaptive dictionary-constrained LDA and Bi-calibrated dual granularity DTM framework for dynamic topic evolution analysis in academic papers.. Scientific reports. https://doi.org/10.1038/s41598-026-54348-9

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pubmed · retrieved 2026-09-26T10:08:47.718Z