Fake reviews detection: A survey
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 …
organisation. Online users rely on reviews before making decisions about any product and …
An attention-based unsupervised adversarial model for movie review spam detection
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 …
resource for people. However, the authenticity of online reviews remains a concern, and …
Fake online reviews: A unified detection model using deception theories
Online reviews influence consumers' purchasing decisions. However, identifying fake online
reviews automatically remains a complex problem, and current detection approaches are …
reviews automatically remains a complex problem, and current detection approaches are …
Factitious or fact? Learning textual representations for fake online review detection
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 …
industry. Before making selections regarding any product or service, online users rely on …
Bengali fake reviews: A benchmark dataset and detection system
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 …
both consumers and businesses. Such reviews can deceive customers and cause damage …
Enactment of ensemble learning for review spam detection on selected features
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 …
services to save time. These online purchase decisions are mostly influenced by the …
A weighted stacking ensemble model with sampling for fake reviews detection
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 …
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 …
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 …
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 …
Consumers on reviews before finalizing their choice for the product. The authenticity of …