Fake review detection on online E-commerce platforms: a systematic literature review
The increasing popularity of online review systems motivates malevolent intent in competing
sellers and service providers to manipulate consumers by fabricating product/service …
sellers and service providers to manipulate consumers by fabricating product/service …
A comprehensive survey of various methods in opinion spam detection
With the development of technology, e-marketing and business competition, reviews
significantly affect people's lives. Consumers of e-commerce sites share their experiences …
significantly affect people's lives. Consumers of e-commerce sites share their experiences …
Bimodal distribution and co-bursting in review spam detection
Online reviews play a crucial role in hel** consumers evaluate and compare products and
services. This critical importance of reviews also incentivizes fraudsters (or spammers) to …
services. This critical importance of reviews also incentivizes fraudsters (or spammers) to …
Graph-based review spammer group detection
Online product reviews nowadays are increasingly prevalent in E-commerce websites.
People often refer to product reviews to evaluate the quality of a product before purchasing …
People often refer to product reviews to evaluate the quality of a product before purchasing …
Group-based fraud detection network on e-commerce platforms
Along with the rapid technological and commercial innovation on the e-commerce platforms,
there are an increasing number of frauds that bring great harm to these platforms. Many …
there are an increasing number of frauds that bring great harm to these platforms. Many …
Detecting anomalous online reviewers: An unsupervised approach using mixture models
Online reviews play a significant role in influencing decisions made by users in day-to-day
life. The presence of reviewers who deliberately post fake reviews for financial or other …
life. The presence of reviewers who deliberately post fake reviews for financial or other …
A tangled web: Should online review portals display fraudulent reviews?
The growing interest in online product reviews for legitimate promotion has been
accompanied by an increase in fraudulent reviews. However, beyond algorithms for initial …
accompanied by an increase in fraudulent reviews. However, beyond algorithms for initial …
Opinion fraud detection via neural autoencoder decision forest
Online reviews play an important role in influencing buyers' daily purchase decisions.
However, fake and meaningless reviews, which cannot reflect users' genuine purchase …
However, fake and meaningless reviews, which cannot reflect users' genuine purchase …
A burst-based unsupervised method for detecting review spammer groups
With the development of e-commerce, online shop** has become a part of people's life.
As customers often refer to online product reviews for shop**, sellers often collude with …
As customers often refer to online product reviews for shop**, sellers often collude with …
Label propagation-based approach for detecting review spammer groups on e-commerce websites
F Zhang, X Hao, J Chao, S Yuan - Knowledge-Based Systems, 2020 - Elsevier
Online product reviews are very important information resources on e-commerce websites
and significantly influence consumers' purchase decisions. Driven by interests, however …
and significantly influence consumers' purchase decisions. Driven by interests, however …