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This project report presents a method for detecting fake news on Facebook using Naive Bayes classification model. It also discusses the existing system, the software environment, the algorithms, the results and the testing plan for the proposed system.
Jan 30, 2022 · A novel framework for early fake news detection using a Transformer architecture and weak supervision technique. The framework exploits news features and social context features to address the challenges of label scarcity and concept drift.
Project Report.pdf. Cannot retrieve latest commit at this time. History. 1.61 MB. This project builds and optimizes a machine learning model that predicts the truth value for political statements to gain a better understanding of and detect fake news on social media.
Jun 1, 2020 · Classif ication accuracy for fake news is slightly worse. This may be. caused by the skew ness of the dataset: only 4.9% of it is fake news. Himank Gupta et. a l. [10] gave a framework based on ...
This document summarizes a project on fake news detection using machine learning algorithms. The authors collected over 125,000 news articles, including 15,600 fake articles. They used techniques like web crawling and text preprocessing to build a dataset. Random Forests with term frequency-inverse document frequency (tf-idf) features achieved the best results among algorithms tested, including Support Vector Machines and Logistic Regression. The project aims to classify news as real or fake ...
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Final Year Fake News Detection using Machine learning Project with Report, PPT, Code, Research Paper, Documents and Video Explanation. machine-learning news university machine-learning-algorithms projects fake research-project college finalyearproject sem final-year-project semester-project college-project ppt btech capstone-project fakenewsdetection fake-news-detection researchpapers btechprojects
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Jun 10, 2021 · Vijaya Balpande etal. [2] Fake News Detection using Machine Learning -Using several categorization algorithms, this work aids us in detecting the accuracy of bogus news. Fake news has a tremendous ...
