Sentiment analysis of financial Twitter posts on Twitter with the machine learning classifiers

This paper presents a sentiment analysis combining the lexicon-based and machine learning (ML)-based approaches in Turkish to investigate the public mood for the prediction of stock market behavior in BIST30, Borsa Istanbul. Our main motivation behind this study is to apply sentiment analysis to fin...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Handan Cam, Alper Veli Cam, Ugur Demirel, Sana Ahmed
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Elsevier 2024-01-01
Цуврал:	Heliyon
Нөхцлүүд:	Sentiment analysis Natural language processing Machine learning Stock market Twitter
Онлайн хандалт:	http://www.sciencedirect.com/science/article/pii/S2405844023109923
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!