From Shallow Semantic Analysis to Knowledge Intelligence:Paradigm Shifts in Full-Text Bibliometrics Driven by Large Language Models:A Review of the 2025 Academic Salon on Full-Text Bibliometric Analysis

ZHOU Haicheng, XU Shuo, MAO Jin, CHEN Liang, HE Guoxiu⁵, WANG Yuzhuo⁶, ZHANG Chengzhi⁷

Scientific Information Research ›› 2026, Vol. 8 ›› Issue (4) : 68-77.

Scientific Information Research ›› 2026, Vol. 8 ›› Issue (4) : 68-77. DOI: 10.19809/j.cnki.kjqbyj.2026.04.007

From Shallow Semantic Analysis to Knowledge Intelligence:Paradigm Shifts in Full-Text Bibliometrics Driven by Large Language Models:A Review of the 2025 Academic Salon on Full-Text Bibliometric Analysis

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{{article.zuoZheEn_L}}. {{article.title_en}}[J]. {{journal.qiKanMingCheng_EN}}, 2026, 8(4): 68-77 https://doi.org/10.19809/j.cnki.kjqbyj.2026.04.007

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