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Hua-Lin Bi

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Open access Sep 2026

Topic Mining of Public Opinion on Chemistry Textbooks Based on BERTopic Modeling: A Case Study on Zhihu Platform

In the context of China's basic education textbook reform, chemistry textbooks have drawn increasing attention from all sectors of society. This study aims to identify the predominant themes in public comments on chemistry textbooks. This study uses the Zhihu platform as a data source and applies BERTopic topic modelin...

Yin-Hui Li, Hua-Lin Bi · 0 citations

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