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.
