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A New Graph-based Approach for Document Similarity Using Concepts of Non-rigid Shapes

Authors:
Lorena Castillo Galdos
Grimaldo Dávila Guillén
Cristian José López Del Alamo

Keywords: Document similarity, keypoints keywords, graph based comparison, non rigid shapes

Abstract:
Most methods used to compare text documents are based on the space vector model; however, this model does not capture the relations between words, which is considered necessary to make better comparisons. In this research, we propose a method based on the creation of graphs to get semantic relations between words and we adapt algorithms of the theory of non-rigid 3D model analysis.

Pages: 41 to 46

Copyright: Copyright (c) IARIA, 2017

Publication date: June 25, 2017

Published in: conference

ISSN: 2326-9332

ISBN: 978-1-61208-566-1

Location: Venice, Italy

Dates: from June 25, 2017 to June 29, 2017