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Comments Mining With TF-IDF: The Inherent Bias and Its Removal

Inbal Yahav
Inbal Yahav
Onn Shehory
Onn Shehory
David G. Schwartz
David G. Schwartz

IEEE Trans. Knowl. Data Eng., pp. 437-450, 2019.

Cited by: 17|Bibtex|Views0|DOI:https://doi.org/10.1109/TKDE.2018.2840127
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Other Links: dblp.uni-trier.de|academic.microsoft.com
Keywords:
Message systemsSentiment analysisFeature extractionBusinessFacebookMore(2+)

Abstract:

Text mining have gained great momentum in recent years, with user-generated content becoming widely available. One key use is comment mining, with much attention being given to sentiment analysis and opinion mining. An essential step in the process of comment mining is text pre-processing; a step in which each linguistic term is assigned ...More

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