Author
Contributions by role
Author 1
Md Tanvir Rahman Tarafder
Westcliff University
Summary
Edited Journals
IECE Contributions

Open Access | Research Article | 30 March 2025
Bidirectional Deep Learning and Extended Fuzzy Markov Model for Sentiments Recognition
IECE Transactions on Neural Computing | Volume 1, Issue 1: 11-29, 2025 | DOI: 10.62762/TNC.2025.384898
Abstract
Currently, a considerable amount of people are sending messages on social networks such as Twitter, Amazon and Facebook. These media is colossal with data and information. Bearing in mind the need for these social media platforms to extract the appropriate negative or positive emotions from users and even news articles, opinion mining is required. Opinion mining provides the ability to assess social media users' opinions as well as the provided knowledge that assists in emotion detection. Some issues that have been more prevalent, in social media, include the lack of sentiment accuracy, transparency, and accuracy in measuring the users' sentiments. In social media, a variety of solutions bas... More >

Graphical Abstract
Bidirectional Deep Learning and Extended Fuzzy Markov Model for Sentiments Recognition