Fake review detection using transformer-based enhanced LSTM and RoBERTa

Fake review detection using transformer-based enhanced LSTM and RoBERTa

Internet reviews significantly influence consumer purchase decisions across all types of goods and services. However, fake reviews can mislead both customers and businesses. Many machine learning (ML) techniques have been proposed to detect fake reviews, but they often suffer from poor accuracy due...

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Bibliographic Details
Main Authors: Rami Mohawesh, Haythem Bany Salameh, Yaser Jararweh, Mohannad Alkhalaileh, Sumbal Maqsood
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2024-01-01
Series:International Journal of Cognitive Computing in Engineering
Subjects:
Deep Learning
Fake Reviews
Transformer
LSTM
Explainability
Foundation models
Online Access:http://www.sciencedirect.com/science/article/pii/S2666307424000196

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http://www.sciencedirect.com/science/article/pii/S2666307424000196

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