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Document vectorization method using network information of words

We propose a new method for vectorizing a document using the relational characteristics of the words in the document. For the relational characteristics, we use two types of relational information of a word: 1) the centrality measures of the word and 2) the number of times that the word is used with...

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Detalles Bibliográficos
Autor principal: Lee, Sang Yup
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6638850/
https://www.ncbi.nlm.nih.gov/pubmed/31318881
http://dx.doi.org/10.1371/journal.pone.0219389