Identifying groups of fake reviewers using a semisupervised approach
Online product reviews have become increasingly important in digital consumer markets
where they play a crucial role in making purchasing decisions by most consumers …
where they play a crucial role in making purchasing decisions by most consumers …
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 …
NetSpam: A network-based spam detection framework for reviews in online social media
S Shehnepoor, M Salehi… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Nowadays, a big part of people rely on available content in social media in their decisions
(eg, reviews and feedback on a topic or product). The possibility that anybody can leave a …
(eg, reviews and feedback on a topic or product). The possibility that anybody can leave a …
Discovering opinion spammer groups by network footprints
Online reviews are an important source for consumers to evaluate products/services on the
Internet (eg Amazon, Yelp, etc.). However, more and more fraudulent reviewers write fake …
Internet (eg Amazon, Yelp, etc.). However, more and more fraudulent reviewers write fake …
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 …
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 …
ScoreGAN: A fraud review detector based on regulated GAN with data augmentation
The promising performance of Deep Neural Networks (DNNs) in text classification has
attracted researchers to use them for fraud review detection. However, the lack of trusted …
attracted researchers to use them for fraud review detection. However, the lack of trusted …
Opinion spam detection in online reviews
A Rastogi, M Mehrotra - Journal of Information & Knowledge …, 2017 - World Scientific
Online reviews are the most valuable sources of information about customer opinions and
are considered the pillars on which the reputation of an organisation is built. From a …
are considered the pillars on which the reputation of an organisation is built. From a …
User-based network embedding for opinion spammer detection
Due to the huge commercial interests behind online reviews, a tremendous amount of
spammers manufacture spam reviews for product reputation manipulation. To further …
spammers manufacture spam reviews for product reputation manipulation. To further …
The art and craft of fraudulent app promotion in google play
Black Hat App Search Optimization (ASO) in the form of fake reviews and sockpuppet
accounts, is prevalent in peer-opinion sites, eg, app stores, with negative implications on the …
accounts, is prevalent in peer-opinion sites, eg, app stores, with negative implications on the …