Let's find the movie and bring your own popcorn :D
In this we are going to recommend you the movie according to your selected one.
Let's SearchIn this we are going to recommend you the movie according to your selected one.
Let's Search1: Enter the name of the movie you want to watch.
2: Then Click On Let's Search Button
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Movies
Watching Hours
Hard Workers
There are three types of Recommendation System.
Advantages:
1: The model doesn’t need any data about other users, since the recommendations are specific to this user.
2: This makes it easier to scale to a large number of users.
3: The model can capture the specific interests of a user, and can recommend niche items that very few other users are interested in.
In this project we have used Cosine Similarity(It is a metric used to determine how similar the documents are irrespective of the size)
The Cosine similarity is advantageous because even if the two similar documents are far apart by the Euclidean distance because of the size, they could still have a smaller angle between them.
“Smaller the angle, higher the similarity”.
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