A survey on sentiment analysis methods, applications, and challenges

• Published in: The Artificial intelligence review Vol. 55; no. 7; pp. 5731 - 5780
• Main Authors: Wankhade, Mayur, Rao, Annavarapu Chandra Sekhara, Kulkarni, Chaitanya
• Format: Journal Article
• Language: English
• Published: Dordrecht Springer Netherlands 01.10.2022; Springer; Springer Nature B.V
• Subjects: Artificial Intelligence; Computational linguistics; Computer Science; Data mining; Decision analysis; Decision-making; Evaluation; Language processing; Natural language interfaces; Natural language processing; Sentiment analysis; Social media; Social networks; Sentiment analysis; Text analysis; Word embedding; Social media; Machine learning

The rapid growth of Internet-based applications, such as social media platforms and blogs, has resulted in comments and reviews concerning day-to-day activities. Sentiment analysis is the process of gathering and analyzing people’s opinions, thoughts, and impressions regarding various topics, produc...