The document proposes a solution to track and trace fake news. A team led by Vidhan Jain from Bureau of Police Research and Development aims to detect fake news across social media websites like Facebook and WhatsApp using techniques like keyword crawling, APIs, reverse image searching, and AI/ML. The proposed solution will identify offensive text, images and determine the original source of fake news posts and connected profiles.

1. MINISTRY/ORGANIZATION
NAME:-
Bureau of Police research
and development.
PROBLEM STATEMENT:-
Tracking and tracing of fake
news.
TEAM NAME:-IT Coders
TEAM LEADER NAME:-
Vidhan Jain
COLLEGE CODE:- 49200

2. IDEA-DETAILS:-
Fake news has been a hot topic in the last few years in the form of Troll
Farms and these Hoax News attempt to create public unrest like
Lynching, Cyber Mobbing, Subvert and influence the public perceptions
using social media platforms
Sources : social websites, applications like whatsapp, Facebook,
instagram, fake news channel and other sites many more etc.

3. SOLUTIONS:-
Desired Solution : The solution will detect Fake news like
Offensive Text-(Comment, Post, Feeds), Offensive
Images(Original or Morphed Pictures) across the Social
Media websites using keywords crawling, APIs, Reverse
Image and AI/ML/Data Mining techniques and original
source of posting and nearer/proximate profiles.

4. INPUT:-
A headline and a body text - either from the same news article or from two
different articles.
OUTPUT:-
Classify the terms of the body text relative to the claim made in the headline into one of
four categories:
•Agrees: The body text agrees with the headline.
•Disagrees: The body text disagrees with the headline.
•Discusses: The body text discuss the same topic as the headline, but does not take
a position
•Unrelated: The body text discusses a different topic than the headline

5. PROTOTYPE:-

6. TECHNOLOGY:-
1)PYTHON
2)DATA PREPROCESSING
3)MACHINE LEARNING
4)IMAGE PROCESSING
5)WEB MINING
6)TEXT MINING

7. • USE CASES:-
USER:-The person who use this website.
MULTIPLE ORGANIZATION:-Those organization from which
the data will be fetched and then analysed.
DEPENDENCIES OF THE SOFTAWRE:-
The software is depend on those website where we fetched the data
and analysed it. After analysing this data, the percetange of the output
shows that the given message or data is true or not.

8. THANK YOU!!