A comprehensive survey of various methods in opinion spam detection

A Mewada, RK Dewang - Multimedia Tools and Applications, 2023 - Springer
With the development of technology, e-marketing and business competition, reviews
significantly affect people's lives. Consumers of e-commerce sites share their experiences …

Deceptive opinion spam detection approaches: a literature survey

SK Maurya, D Singh, AK Maurya - Applied intelligence, 2023 - Springer
Nowadays, a large number of customers purchase products and services online. Customers
can write their opinions in reviews to express the value and quality of purchased goods and …

RETRACTED ARTICLE: Transparency in healthcare and e-commerce: detecting online fake reviews using a dense neural network model with relevance mapping

N Deshai, BB Rao - Soft Computing, 2023 - search.proquest.com
In today's generation, many healthcare organizations moving towards patient-centred quality
assessment, transparency strategies, and practices. Therefore, online reviews are the part of …

Online spam review detection: A survey of literature

L He, X Wang, H Chen, G Xu - Human-Centric Intelligent Systems, 2022 - Springer
The increasingly developed online platform generates a large amount of online reviews
every moment, eg, Yelp and Amazon. Consumers gradually develop the habit of reading …

Neural Network Applications in Polygraph Scoring—A Scoping Review

D Rad, N Paraschiv, C Kiss - Information, 2023 - mdpi.com
Polygraph tests have been used for many years as a means of detecting deception, but their
accuracy has been the subject of much debate. In recent years, researchers have explored …

[PDF][PDF] Detecting spam reviews in Arabic by deep learning

E Aljadani, F Assiri, A Alshutayri - The International Arab Journal of …, 2024 - iajit.org
Online reviews are frequently used by consumers to make decisions about online
purchases, hotel bookings, car rentals, and other choices because online shopping has …

Node embedding approach for accurate detection of fake reviews: a graph-based machine learning approach with explainable AI

N Zaki, A Krishnan, S Turaev, Z Rustamov… - International Journal of …, 2024 - Springer
In recent years, online reviews have become increasingly important in promoting various
products and services. Unfortunately, writing deceptive reviews has also become a common …

[HTML][HTML] Topic-aware neural attention network for malicious social media spam detection

M Nasser, F Saeed, A Da'u, A Alblwi… - Alexandria Engineering …, 2025 - Elsevier
Social media platforms, such as Facebook and X (formally known as Twitter), have become
indispensable tools in today's society because they facilitate social discussion and …

Fake restaurant review detection using deep neural networks with hybrid feature fusion method

Y Jian, X Chen, H Wang - … Conference on Database Systems for Advanced …, 2022 - Springer
Online review websites all over the world have developed by leaps and bounds in the past
decade, followed by more and more fake reviews that are very difficult to identify. This not …

Deceptive opinion spam based on deep learning

F Anass, R Jamal, MA Mahraz, Y Ali… - … Intelligent Computing in …, 2020 - ieeexplore.ieee.org
The revolution of web technologies and e-commerce platforms such as Amazon and eBay
have promoted the businesses and have become essential in our daily life. Despite that …