https://github.com/vatshayan/fake-news-detection-project
Final Year Fake News Detection using Machine learning Project with Report, PPT, Code, Research Paper, Documents and Video Explanation.
https://github.com/vatshayan/fake-news-detection-project
btech btechprojects capstone-project college college-project fake fake-news-detection fakenewsdetection final-year-project finalyearproject machine-learning machine-learning-algorithms news ppt projects research-project researchpapers sem semester-project university
Last synced: 2 months ago
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Final Year Fake News Detection using Machine learning Project with Report, PPT, Code, Research Paper, Documents and Video Explanation.
- Host: GitHub
- URL: https://github.com/vatshayan/fake-news-detection-project
- Owner: Vatshayan
- Created: 2021-07-11T11:44:49.000Z (about 4 years ago)
- Default Branch: main
- Last Pushed: 2022-12-21T19:35:51.000Z (almost 3 years ago)
- Last Synced: 2025-07-15T02:29:36.038Z (3 months ago)
- Topics: btech, btechprojects, capstone-project, college, college-project, fake, fake-news-detection, fakenewsdetection, final-year-project, finalyearproject, machine-learning, machine-learning-algorithms, news, ppt, projects, research-project, researchpapers, sem, semester-project, university
- Language: Jupyter Notebook
- Homepage: https://www.finalproject.in/
- Size: 51.8 KB
- Stars: 158
- Watchers: 2
- Forks: 17
- Open Issues: 1
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Metadata Files:
- Readme: README.md
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README
# Fake-News-Detection-Project
Final Year College Project with Project Synopsis, Report, PPT, Code and Documents
### Project Youtube Explanation : https://youtu.be/DQRZHOpU9bU
### PPT : [CLICK](https://docs.google.com/presentation/d/e/2PACX-1vRN-vXLHXot00PeBUpKUB_dnPci41lBuLDHj6cr5P7Zgza-MUIc7xiTt0eQZHQ-og-qOzBC1jhUG6uW/pub?start=true&loop=false&delayms=2000)
### RESEARCH BASE PAPER: [Click](https://www.hindawi.com/journals/complexity/2020/8885861/)
### PROJECT DEMO CODE: [Click](https://github.com/Vatshayan/Fake-News-Detection-Project/blob/main/fake_news_code_d.ipynb) [I have made code private, if you need then mail me I will send you asap]
Project is New and Unique (Totally based on Research paper with new idea and great result)
### Abstract
The advent of the World Wide Web and the rapid adoption of social media platforms (such as Facebook and Twitter) paved the way for information dissemination that has never been witnessed in the human history before. With the current usage of social media platforms, consumers are creating and sharing more information than ever before, some of which are misleading with no relevance to reality. Automated classification of a text article as misinformation or disinformation is a challenging task. Even an expert in a particular domain has to explore multiple aspects before giving a verdict on the truthfulness of an article. In this work, we propose to use machine learning ensemble approach for automated classification of news articles. Our study explores different textual properties that can be used to distinguish fake contents from real. By using those properties, we train a combination of different machine learning algorithms using various ensemble methods and evaluate their performance on 4 real world datasets. Experimental evaluation confirms the superior performance of our proposed ensemble learner approach
Project is in Python Programming.
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नमस्ते (Namaste) 🙏🏻 , I'm Shivam Vatshayan 
!
**You Can use this Beautiful Project for your college Project and get good marks too.**
Email me Now **vatshayan007@gmail.com** to get this Full Project Code, PPT, Report, Synopsis, Video Presentation and Research paper of this Project.
💌 Feel free to contact me for any kind of help on any projects.
### HOW TO RUN THE PROJECT
⚡ Email me at **vatshayan007@gmail.com** to get a detailed Guide report with Code to run the project with source Code.
### Need Code, Documents & Explanation video ?
## How to Reach me :
### Mail : vatshayan007@gmail.com
### WhatsApp: **+91 9310631437** (Helping 24*7) **[CHAT](https://wa.me/message/CHWN2AHCPMAZK1)**
### Website : https://www.finalproject.in/
### 1000 Computer Science Projects : https://www.computer-science-project.in/
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