Attention-based contextual local and global features for urgent posts classification in MOOCs discussion forums

Attention-based contextual local and global features for urgent posts classification in MOOCs discussion forums

The Massive Open Online Courses (MOOCs) platform offers communication channels for students to share concerns about the educational process. Due to the large number of students compared to the instructors’, it is challenging to identify urgent forum posts that require attention and prompt response f...

Full description

Bibliographic Details
Main Authors: Mohamed A. El-Rashidy, Nabila A. Khodeir, Ahmed Farouk, Heba K. Aslan, Nawal A. El-Fishawy
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:Ain Shams Engineering Journal
Subjects:
Multi-head self-attention
MOOCs
Natural language processing
Deep learning
BERT
Online Access:http://www.sciencedirect.com/science/article/pii/S209044792300494X

Internet

http://www.sciencedirect.com/science/article/pii/S209044792300494X

Similar Items