International Conference on Computer and Knowledge Engineering

Home / 11th International Conference on Computer and Knowledge Engineering

The process of multi class fake news dataset generation

Authors :

Sajjad Rezaei¹ Mohsen Kahani² Behshid Behkamal³

1- Ferdowsi university of mashhad 2- Ferdowsi university of mashhad 3- Ferdowsi university of mashhad

Keywords :

fake news,fake news detection,social media,reliable dataset

Abstract :

Nowadays, news plays a significant role in everyday life. Due to the increasing usage of the social media and the dissemination of news by people who have access to social media, there is a problem that the validation of the news may be questioned, and people may publish fake news for their benefit. Automatic fake news detection is a complex issue. It is necessary to have up-to-date and reliable data to build an efficient model for the detection. However, there are very few such datasets available for researchers. In this paper, we proposed a new fake news dataset that was extracted from three famous and reliable fact-checking websites. Because of different labels used in each site, an algorithm was developed to integrated these 37 labels into 5 unified labels. Some experiments were conducted to show the usability and validity of the dataset.

List of archived papers

Fine-tuned Generative Adversarial Network-based Model for Medical Image Super-Resolution

Alireza Aghelan - Modjtaba Rouhani

Facial Emotion Recognition Under Mask Coverage Using a Data Augmentation Technique

Aref Farhadipour - Pouya Taghipour

Low-Cost and Hardware Efficient Implementation of Pooling Layers for Stochastic CNN Accelerators

Mobin Vaziri - Hadi Jahanirad

Transformer-Gather, Fuzzy-Reconsider: A Scalable Hybrid Framework for Entity Resolution

Mohammadreza Sharifi - Danial Ahmadzadeh

Fatty Liver Level Recognition Using Particle Swarm Optimization (PSO) Image Segmentation and Analysis

Seyed Muhammad Hossein Mousavi - Vyacheslav Lyashenko - Atiye Ilanloo - S. Younes Mirinezhad

An Automated Visual Defect Segmentation for Flat Steel Surface Using Deep Neural Networks

Dorna Nourbakhsh Sabet - Mohammad Reza Zarifi - Javad Khoramdel - Yasamin Borhani - Esmaeil Najafi

A Synergistic Hybrid Architecture with Residual Attention and Mixture-of-Experts for Robust Hour-Ahead Forex Forecasting

Alireza Abbaszadeh - Seyyed Abed Hosseini - Mohammad Reza Akbarzadeh Totonchi

Age Estimation Based on Facial Images Using Hybrid Features and Particle Swarm Optimization

NILOUFAR MEHRABI - SAYED PEDRAM HAERI BOROUJENI

Enhanced Melanoma Detection: An Improved Deformable DETR Model with Efficient Channel Attention

Amirreza Rouhbakhshmeghrazi - Shayan Nalbandian - Sheida Shadman - Mohammad Reza Hassannezhad - Shuyuan Yang - Bo Li

Analysis of Insect-plant Interactions Affected by Mining operations, A Graph Mining Approach

Mohammad Heydari - Ali Bayat - Amir Albadvi

more

Samin Hamayesh - Version 43.7.0