A systematic study on latent semantic analysis model parameters for mining biomedical literature

Abstract

Background and rationale Latent semantic analysis (LSA) is considered to be an efficient text mining technique [1] but most approaches developed on this paradigm are based on adhoc principles. A systematic study on the parameters affecting the performance of LSA is expected to provide guidelines to objectively select the LSA model parameters in a way that… (More)
DOI: 10.1186/1471-2105-10-S7-A6

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