An index-based algorithm for fast on-line query processing of latent semantic analysis.

Latent Semantic Analysis (LSA) is widely used for finding the documents whose semantic is similar to the query of keywords. Although LSA yield promising similar results, the existing LSA algorithms involve lots of unnecessary operations in similarity computation and candidate check during on-line qu...

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Bibliographic Details
Main Authors: Mingxi Zhang, Pohan Li, Wei Wang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5433746?pdf=render