The paper introduces by using Bicomb clustering 50 subjects to construct term-gene matrix, then using logarithm weighting method to process, Non-negative Matrix Factorization(NMF) and Singular Value Decomposition（SVD）method to degradate, by calculating the cosine similarity to infer gene relationships. The result indicates extracting potential related genes from the biomedical literature via matrix factorization .