Analysis of Document Pre-Processing Effects in Text and Opinion Mining

Analysis of Document Pre-Processing Effects in Text and Opinion Mining

Typically, textual information is available as unstructured data, which require processing so that data mining algorithms can handle such data; this processing is known as the pre-processing step in the overall text mining process. This paper aims at analyzing the strong impact that the pre-processi...

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Bibliographic Details
Main Authors: Danilo Medeiros Eler, Denilson Grosa, Ives Pola, Rogério Garcia, Ronaldo Correia, Jaqueline Teixeira
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Information
Subjects:
text mining
document pre-processing
visualization
document similarity
multidimensional projection
opinion mining
sentiment analysis
Online Access:http://www.mdpi.com/2078-2489/9/4/100

Internet

http://www.mdpi.com/2078-2489/9/4/100

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