Semi-Supervised Sentiment Classification on E-Commerce Reviews Using Tripartite Graph and Clustering

Sentiment classification constitutes an important topic in the field of Natural Language Processing, whose main purpose is to extract the sentiment polarity from unstructured texts. The label propagation algorithm, as a semi-supervised learning method, has been widely used in sentiment classificatio...

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Veröffentlicht in:	International journal of data warehousing and mining 2022-01, Vol.18 (1), p.1-20
Hauptverfasser:	Lu, Xin, Gu, Donghong, Zhang, Haolan, Song, Zhengxin, Cai, Qianhua, Zhao, Hongya, Wu, Haiming
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Classification Clustering Electronic commerce Engineering Machine learning Natural language processing Propagation Semi-supervised learning Sentiment analysis
Online-Zugang:	Volltext
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