Connecting Text Classification with Image Classification: A New Preprocessing Method for Implicit Sentiment Text Classification

• Published in: Sensors (Basel, Switzerland) Vol. 22; no. 5; p. 1899
• Main Authors: Chen, Meikang, Ubul, Kurban, Xu, Xuebin, Aysa, Alimjan, Muhammat, Mahpirat
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 28.02.2022; MDPI
• Subjects: Algorithms; Attitude; Classification; Computational linguistics; Data Collection; data preprocessing; Datasets; Deep learning; Emotions; image classification; implicit sentiment analysis; Language; Language processing; Machine learning; Methods; Natural language interfaces; Natural Language Processing; Sentiment analysis; Text analysis; Text categorization; text classification; China; data preprocessing; text classification; image classification; natural language processing; implicit sentiment analysis

As a research hotspot in the field of natural language processing (NLP), sentiment analysis can be roughly divided into explicit sentiment analysis and implicit sentiment analysis. However, due to the lack of obvious emotion words in the implicit sentiment analysis task and because the sentiment pol...