Can I read Cryptocurrency Sentiment Analysis using Bidirectional Transformation on EtoBox?

Cryptocurrency Sentiment Analysis using Bidirectional Transformation by Himanshu Dwivedi is a scholarly article available to read on EtoBox.

What is Cryptocurrency Sentiment Analysis using Bidirectional Transformation about?

This paper predicts sentiments of cryptocurrency news articles using BERT (Bidirectional Encoder Representation) model, as there is a lack of research in cryptocurrency price prediction using natural language processing. The text data obtained is unlabeled and it is labelled using a parsimonious rule-based model and then BERT is used to classify news sentiment as "Positive", "Negative" or "Neutral" which may be helpful in reading cryptocurrency market movement.

Author

Himanshu Dwivedi

Publisher

IEEE

Published

2023

Language

EN