IDENTIFICATION OF FAKE VIDEO ON SOCIAL MEDIA PLATFORM THROUGH USER COMMENTS

Abstract

The algorithm that will help to detect the objective of this research is to propose fake videos on YouTube. Large amount of users and community uses social media an platform like YouTube for watching different type of videos. People like to watch videos without any interruption but some time people upload fake videos to get likes and views and to increase their followers. Nowadays, it is very common on YouTube as many youtubers like to post fake movies videos or trailer on their YouTube channel to increase their following. Sometimes the movies and trailers are fan based and people avoid watching these but cannot identify if the video is real or fake until they start watching the video. This algorithm is based on sentiment analysis which helps to detect the number of sentiments and reactions that are hidden in one comment. We can identify ifthe videos is real or fake by collecting users comments from YouTube first we need to download all the comments and then do processing on it like extracting, cleaning and filter or discard the unnecessary comments. It will provide ease of use to the users and help them to find more relevant video without being scam.