an automated system for identification of fake news on social media platforms
an automated system for identification of fake news is a web base system that can detect the news on social media platforms by gathering info from authentic websites.
Project Title
an automated system for identification of fake news on social media platforms
Project Area of Specialization
Project Summary
an automated system for identification of fake news is a web base system that can detect the news on social media platforms by gathering info from authentic websites.
Project Objectives
the objective of this project is to eliminate and reduce fake news from the society and reduce confusion of fake and real.
Project Implementation Method
we use different aritificial algorithms. we imlement 5 different algorithms on python upiter notebook . we use naive baise , SVM, KNN, random forest . we make an ensembeled hybrid algorithm of it that classify the news as real fake. we make web crawler for the purpose of searching news automatically.
Benefits of the Project
This Project aims to: ? detect and analyze fake news from different interactive media like face book and twitter. ? It will filter unauthentic news that startled people for the ease of society. This Project includes objectives as under: ? Analyze different news on interactive media and News Feed. ? Using various kinds of algorithm to intelligently detect news and categorize it accordingly. ? Using different kinds of datasets from authorized sources like Kaggle, Google and GitHub.
Technical Details of Final Deliverable
the final delieverable will be the website that will classify the news as real and fake. the user enter the news and the system will classify the news as real or fake.
Final Deliverable of the Project
Core Industry
Other Industries
Core Technology
Other Technologies
Sustainable Development Goals
Required Resources
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| laptop | Equipment | 1 | 50000 | 50000 |
| Total in (Rs) | 50000 |
If you need this project, please contact me on contact@adikhanofficial.com
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