Sentiment analysis for fake news detection

MA Alonso, D Vilares, C Gómez-Rodríguez, J Vilares - Electronics, 2021 - mdpi.com
In recent years, we have witnessed a rise in fake news, ie, provably false pieces of
information created with the intention of deception. The dissemination of this type of news …

Detecting fake reviews through topic modelling

ŞÖ Birim, I Kazancoglu, SK Mangla… - Journal of Business …, 2022 - Elsevier
Against the uncertainty caused by the information overload in the online world, consumers
can benefit greatly by reading online product reviews before making their online purchases …

Leveraging transfer learning techniques-bert, roberta, albert and distilbert for fake review detection

P Gupta, S Gandhi, BR Chakravarthi - … of the 13th Annual Meeting of the …, 2021 - dl.acm.org
In this era of the internet, the online review system has grown tremendously, where
customers share their first-hand experiences about the products or services. These reviews …

Virtual Lies and Digital Truths: A Review of Research on Deception in Online Communication

A Mirsadikov, A Nehme, A Vedadi… - … and Trends® in …, 2024 - nowpublishers.com
Whether we like it or not, deceptive communication is an ever-present aspect of personal
interactions, and it should come as no surprise that it is deeply embedded in communication …

FRD-LSTM: a novel technique for fake reviews detection using DCWR with the Bi-LSTM method

H Qayyum, F Ali, M Nawaz, T Nazir - Multimedia Tools and Applications, 2023 - Springer
The growth of the internet and the availability of online stores has increased the trend of
online shopping among customers. People preferred to read the comments posted by …

Predicting diabetes in adults: identifying important features in unbalanced data over a 5-year cohort study using machine learning algorithm

M Talebi Moghaddam, Y Jahani, Z Arefzadeh… - BMC Medical Research …, 2024 - Springer
Background Imbalanced datasets pose significant challenges in predictive modeling,
leading to biased outcomes and reduced model reliability. This study addresses data …

[HTML][HTML] Multiscale cascaded domain-based approach for Arabic fake reviews detection in e-commerce platforms

N Qandos, G Hamad, M Alharbi, S Alturki… - Journal of King Saud …, 2024 - Elsevier
Fake reviews in e-commerce can lead to customer deception and financial losses. Despite
the importance of fake reviews detection, studies for Arabic language are scarce due to the …

Holy quran-italian seq2seq machine translation with attention mechanism

H Hamed, AM Helmy… - 2022 2nd International …, 2022 - ieeexplore.ieee.org
Many machine translation studies have used large parallel groups to address sets of major
European dialects. However, due to the lack of sufficient parallel information, few studies …

Social media fake news detection using MNB in blockchain

AD Waghmare, GK Patnaik - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Nowadays, due to the high usage of social media-based global news, verification and
authentication is a very challenging task. Most social media platforms are easily enabled to …

Can end‐user feedback in social media be trusted for software evolution: Exploring and analyzing fake reviews

JA Khan, T Ullah, AA Khan, A Yasin… - Concurrency and …, 2024 - Wiley Online Library
End‐user feedback in social media platforms, particularly in the app stores, is increasing
exponentially with each passing day. Software researchers and vendors started to mine end …