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

A scalable blockchain-based educational network for data storage and assessment

Maryam Fattahi Vanani - Hamidreza Shayegh Borujeni - Ali Nourollah

Improving Soft Error Reliability of FPGA-based Deep Neural Networks with Reduced Approximate TMR

Anahita Hosseinkhani - Behnam Ghavami

EEMC: Energy Efficient Multi-Clustering Using Grey Wolf Optimizer in WSNs

Maryam Ghorbanvirdi - Sayyed Majid Mazinani

Evaluating the Impact of Traveling on COVID-19 Prevalence and Predicting the New Confirmed Cases According to the Travel Rate Using Machine Learning: A Case Study in Iran

Anita Ghandehari - Soheil Shirvani - Hadi Moradi

IranITJobs2021: a Dataset for Analyzing Iranian Online IT Job Advertisements Collected Using a New Crowdsourcing Process

Fakhroddin Noorbehbahani - Nikta Akbarpour - Mohammad Reza Saeidi

Word-level Persian Lipreading Dataset

Javad Peymanfard - Ali Lashini - Samin Heydarian - Hossein Zeinali - Nasser Mozayani

Bridging the Synthetic-to-Real Gap (BSRG): Creating Simulated Datasets for Domain Adaptation to Enhance Vehicle Detection

Behnaz Sadeghigol - Mohammad Ali Keyvanrad

Towards Transparent and Accurate Story Point Estimation via Interpretable BERT-based Modeling

Seyed Emad Baradaran Hosseini - Maryam Khodabakhsh - Alireza Tajary - Seyedehfatemeh Karimi

Deep Inside Tor: Exploring Website Fingerprinting Attacks on Tor Traffic in Realistic Settings

Amirhossein Khajehpour - Farid Zandi - Navid Malekghaini - Mahdi Hemmatyar - Naeimeh Omidvar - Mahdi Jafari Siavoshani

‎Virtual Network Embedding based on ‎Univariate ‎Distribution ‎Estimation‎‎‎

Arezoo Jahani

more

Samin Hamayesh - Version 43.7.0