Dynamic Topic Analysis in Academic Journals using Convex Non-negative Matrix Factorization Method

Yang Yang, Tong Zhang, Jian Wu +1

With the rapid advancement of large language models, academic topic identification and topic evolution analysis are crucial for enhancing AI's understanding capabilities. Dynamic t…