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Fake News Detection Project This repository contains code for a machine learning project focused on detecting fake news. The project utilizes Python and various libraries such as Pandas, NumPy, Matplotlib, NLTK, and Scikit-learn. Kaggle : https://www.kaggle.com/code/alihassanml/fake-news-detecti...
Latest Fake News Detection Resources The News Literacy Project This site centers their work on creating educational resources for teachers and students for media literacy education in K-12. Recently, they started a new “Rumor Guard”… Featured Category ...
This project proposes the use of a machine learning approach to automatically classify news articles. This endeavour explores numerous text characteristics that can be employed to differentiate fabricated news content from actual news.Sparsh Agarwal
To this aim, we provide a comprehensive overview of false news detection. The survey presents (1) a clarity to problem definition by explaining different types of false information (like fake news, rumor, clickbait, satire, and hoax) with real-life examples, (2) a list of actors involved ...
A significant challenge for fake news detection is availability of a quality dataset. There are plenty of datasets available for English language, but very less datasets are available for Hindi. So, for this project a dataset named "Hindi Fake and True Dataset" was created. News articles from ...
With the evolving realm of news propagation and the surge in social media usage, detecting and combatting fake news has become an increasingly important issue. Currently, fake news detection employs three main feature categories: news text, social context, and news images. However, most studies emp...
In this work, we propose a novel approach for Fake News Detection by comprehensively mining the Semantic Correlations between Text content and Images attached (FND-SCTI). First, we learn image representations via the pretrained VGG model, and use them to enhance the learning of text ...
This project detects whether a news is fake or not using machine learning. python machine-learning scikit-learn sklearn logistic-regression decision-tree-classifier gradient-boosting-classifier random-forest-classifier fakenewsdetection Updated Oct 23, 2023 Jupyter Notebook ekagra-ranjan / fake-news...
This project detects whether a news is fake or not using machine learning. python machine-learning scikit-learn sklearn logistic-regression gradient-descent decision-tree-classifier random-forest-classifier fake-news-detection Updated May 4, 2025 Python Ayush-2005547 / Classifying-Fake-News-using-Tr...