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This is some collections of fake news dataset that has been cleaned, augmented, and preprocessed. Each of the datasets has been split into train and test data with an 80:20 ratio. There are four folders in the file: 1. ISOT Fake News Dataset H. Ahmed, I.
Sastrawan, I (via Mendeley Data) +1 more
core +1 more source
Sentiment aware fake news detection on online social networks [PDF]
Messages posted to online social networks (OSNs) causes a recent stir due to the intended spread of fake news or rumor. In this work, we aim to understand and analyse the characteristics of fake news especially in relation to sentiments, to ...
Deepayan Bhowmik +6 more
core +1 more source
FNMD: An Evaluation of Machine Learning and Deep Learning Techniques for Fake News Detection
Fake news proliferation on social media platforms has become alarming because it poses threats to various aspects of society. Fake news encompasses intentionally falsified information designed to mislead readers and manipulate public perception ...
Hosseini, SM., Abdi, A., Daneshvar, B.
core +1 more source
The need to fight the progressive negative impact of fake news is escalating, which is evident in the strive to do research and develop tools that could do this job.
Fantahun Gereme +3 more
doaj +1 more source
This Project “Fake News Detection” works on the applications of Natural Language Processing(NLP) techniques that recognizes the \u27fake news\u27, that is deceptive news stories which comes from the unidentified sources.During this systematic
et. al., Dr.Jayakumar V,
core +1 more source
Exposure of fake news to the Indian social media users
In the modern world, people are too techno-friendly and dependent on technology using the Internet for every work. The same goes for the news. People are shifting from traditional mass media to digital news platforms and getting news through websites ...
Bandana Pandey +4 more
doaj +1 more source
Long-Short-Term Memory Model for Fake News Detection in Nigeria
Background: The advent of technology allows information to be passed through the Internet at a breakneck speed and enables the involvement of many individuals in the use of different social media platforms.
Adebimpe Esan +9 more
doaj +2 more sources
Due to the large increase in the proliferation of "fake news" in recent years, it has become a widely discussed menace in the online world. In conjunction with this popularity, research of ways to limit the spread has also increased.
Nordberg, Pontus
core +2 more sources
Fake news is inaccurate information that is intentionally disseminated for a specific purpose. If allowed to spread, fake news can harm the political and social spheres, so several studies are conducted to detect fake news.
Kiran Naikwadi
core
Linguistic approaches to fake news detection
To date, there is no comprehensive linguistic description of fake news. This chapter surveys a range of fake news detection research, focusing specifical-ly on that which adopts a linguistic approach in whole or as part of an inte-grated approach.
Lugea, Jane; id_orcid
core +2 more sources

