Fake reviews detection: A survey

R Mohawesh, S Xu, SN Tran, R Ollington… - Ieee …, 2021 - ieeexplore.ieee.org
In e-commerce, user reviews can play a significant role in determining the revenue of an
organisation. Online users rely on reviews before making decisions about any product and …

An attention-based unsupervised adversarial model for movie review spam detection

Y Gao, M Gong, Y Xie, AK Qin - IEEE transactions on …, 2020 - ieeexplore.ieee.org
With the prevalence of the Internet, online reviews have become a valuable information
resource for people. However, the authenticity of online reviews remains a concern, and …

Fake online reviews: A unified detection model using deception theories

M Abdulqader, A Namoun, Y Alsaawy - IEEE Access, 2022 - ieeexplore.ieee.org
Online reviews influence consumers' purchasing decisions. However, identifying fake online
reviews automatically remains a complex problem, and current detection approaches are …

Factitious or fact? Learning textual representations for fake online review detection

R Mohawesh, M Al-Hawawreh, S Maqsood… - Cluster Computing, 2024 - Springer
User reviews can play a big part in deciding a company's income in the e-commerce
industry. Before making selections regarding any product or service, online users rely on …

Bengali fake reviews: A benchmark dataset and detection system

GM Shahariar, MTR Shawon, FM Shah, MS Alam… - Neurocomputing, 2024 - Elsevier
The proliferation of fake reviews on various online platforms has created a major concern for
both consumers and businesses. Such reviews can deceive customers and cause damage …

Enactment of ensemble learning for review spam detection on selected features

F Khurshid, Y Zhu, Z Xu, M Ahmad… - International Journal of …, 2018 - Springer
In the ongoing era of flourishing e-commerce, people prefer online purchasing products and
services to save time. These online purchase decisions are mostly influenced by the …

A weighted stacking ensemble model with sampling for fake reviews detection

R Singhal, R Kashef - IEEE Transactions on Computational …, 2023 - ieeexplore.ieee.org
Customers use reviews as a primary source of information to judge a product or service.
Positive reviews help boost companies' reputations, increasing their revenue by attracting …

A Hybridized Approach for Enhanced Fake Review Detection

S Xu, H Cuan, Z Yin, C Yin - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
User reviews on online consumption platforms are crucial for both consumers and
merchants, serving as a reference for purchase decisions and product improvement …

Improved fake reviews detection model based on vertical ensemble tri-training and active learning

C Yin, H Cuan, Y Zhu, Z Yin - ACM Transactions on Intelligent Systems …, 2021 - dl.acm.org
People's increasingly frequent online activity has generated a large number of reviews,
whereas fake reviews can mislead users and harm their personal interests. In addition, it is …

Detecting Fake Reviews using Machine learning techniques: a survey

R Agarwal, DK Sharma - 2022 2nd International Conference on …, 2022 - ieeexplore.ieee.org
The discovery of fake reviews is one of the major concerns for the E-commerce business-the
Consumers on reviews before finalizing their choice for the product. The authenticity of …