Efficient Approach for Fake News Detection using Passive Aggressive Algorithm |
Author(s): |
| Puja Gautam , Manoharbhai Patel Institute of Engineering And Technology, Shahapur Bhandara; Jayant Rajurkar, Manoharbhai Patel Institute of Engineering And Technology, Shahapur Bhandara; Pooja Dandhare, Manoharbhai Patel Institute of Engineering And Technology, Shahapur Bhandara; Samiksha Malewar, Manoharbhai Patel Institute of Engineering And Technology, Shahapur Bhandara; Shrutika Manwatkar, Manoharbhai Patel Institute of Engineering And Technology, Shahapur Bhandara |
Keywords: |
| EDA, TFIDF Vectorizer, IDF |
Abstract |
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social media is a double-edged sword which gives information as well as false information, false information which led to the massive disturbance which is intentionally spread. We are also not able to differentiate the news which is fake and which is real. People immediately start expressing their concern as they came across the post without verifying the authenticity. Now the technology is in growing phase where “internet†plays the main role which separates the “print media†(i.e., television, radio, and news channel) and “social media†(i.e. what’s App, Facebook, twitter, Instagram.) The reach and the potential of social media is more for e.g. In a house we have television while mobile everyone having so it makes the extra impact and help for various people for spreading fake news. |
Other Details |
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Paper ID: IJSRDV10I20145 Published in: Volume : 10, Issue : 2 Publication Date: 01/05/2022 Page(s): 140-143 |
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