Rumour veracity detection on twitter using particle swarm optimized shallow classifiers
Abstract Information overload on Web has been a well-identified challenge which has
amplified with the advent of social web. Good, bad, true, false, useful, useless all kinds of …
amplified with the advent of social web. Good, bad, true, false, useful, useless all kinds of …
[HTML][HTML] Rumour detection using deep learning and filter-wrapper feature selection in benchmark twitter dataset
Microblogs have become a customary news media source in recent times. But as synthetic
text or 'readfakes' scale up the online disinformation operation, unsubstantiated pieces of …
text or 'readfakes' scale up the online disinformation operation, unsubstantiated pieces of …
Rumour veracity estimation with deep learning for Twitter
Twitter has become a fertile ground for rumours as information can propagate to too many
people in very short time. Rumours can create panic in public and hence timely detection …
people in very short time. Rumours can create panic in public and hence timely detection …
Rumor detection using machine learning techniques on social media
A Kumar, SR Sangwan - … : Proceedings of ICICC 2018, Volume 2, 2019 - Springer
Abstract Information overload on the Web has been a well-identified challenge which has
amplified with the advent of social web. Good, bad, true, false, useful, and useless are all …
amplified with the advent of social web. Good, bad, true, false, useful, and useless are all …
Automatic rumour detection model on social media
Social networking site Twitter, in particular, has become a popular spot for gossip. Rumors
or false news spread very easily through the Twitter network by re-tweeting users without …
or false news spread very easily through the Twitter network by re-tweeting users without …
Tweet and user validation with supervised feature ranking and rumor classification
K Sailunaz, J Kawash, R Alhajj - Multimedia Tools and Applications, 2022 - Springer
Filtering fake news from social network posts and detecting social network users who are
responsible for generating and propagating these rumors have become two major issues …
responsible for generating and propagating these rumors have become two major issues …
Machine learning algorithm based model for classification of fake news on twitter
SS Nikam, R Dalvi - 2020 Fourth International Conference on I …, 2020 - ieeexplore.ieee.org
Along with the advancement of the world wide web, the rise and far reaching appropriation
of the social site initiative have distorted the manner in which news is shaped and …
of the social site initiative have distorted the manner in which news is shaped and …
GWU NLP at semeval-2019 task 7: Hybrid pipeline for rumour veracity and stance classification on social media
S Hamidian, M Diab - … of the 13th international workshop on …, 2019 - aclanthology.org
Social media plays a crucial role as the main resource news for information seekers online.
However, the unmoderated feature of social media platforms lead to the emergence and …
However, the unmoderated feature of social media platforms lead to the emergence and …
A review on rumour prediction and veracity assessment in online social network
D Varshney, DK Vishwakarma - Expert Systems with Applications, 2021 - Elsevier
In the present era, the social network is used as an important medium for sharing thoughts
and opinions of an individual. The main reason behind this is, it provides a fast-spreading of …
and opinions of an individual. The main reason behind this is, it provides a fast-spreading of …
BERT based classification system for detecting rumours on Twitter
The role of social media in opinion formation has far-reaching implications in all spheres of
society. Though social media provide platforms for expressing news and views, it is hard to …
society. Though social media provide platforms for expressing news and views, it is hard to …