Reducing the Deterioration of Sentiment Analysis Results Due to the Time Impact

Reducing the Deterioration of Sentiment Analysis Results Due to the Time Impact

The research identifies and substantiates the problem of quality deterioration in the sentiment classification of text collections identical in composition and characteristics, but staggered over time. It is shown that the quality of sentiment classification can drop up to 15% in terms of the F-meas...

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Bibliographic Details
Main Author: Yuliya Rubtsova
Format: Article
Language:English
Published: MDPI AG 2018-07-01
Series:Information
Subjects:
sentiment classification
text classification
machine learning
sentiment analysis
social network analysis
Online Access:http://www.mdpi.com/2078-2489/9/8/184

Internet

http://www.mdpi.com/2078-2489/9/8/184

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