Feature: JavaScript Movie Recommendation System

[thedarkking01]

@keshavsingh4522 Hii 😊
Issue Overview
I would like to implement a JavaScript Movie Recommendation System as a feature on our platform. This system will analyze user preferences, browsing history, or watched movies and recommend personalized movie suggestions in real-time.

Feature Description:
Personalized Recommendations: Use user data (watch history, favorites, ratings) to suggest movies tailored to individual tastes.
Filtering: Allow users to filter recommendations based on genre, release date, rating, and language.
Machine Learning Integration (Optional): Consider implementing a basic ML model (e.g., collaborative filtering) to enhance the accuracy of recommendations.
User Interface: A clean and simple UI to display movie suggestions, with the ability to rate or add movies to the watchlist directly from the recommendation list.
Proposed API and Data:
Movie Database API Integration: Use an external API (like OMDB or TMDb) to fetch movie data and display it within the recommendations.
User Interaction: Capture user ratings, likes, and dislikes to refine future suggestions.
Benefits:
Increase user engagement by providing curated movie suggestions.
Create a personalized experience that enhances user satisfaction.
Additional Context:
Examples of similar systems include Netflix, Hulu, and Amazon Prime's recommendation algorithms. The aim is to provide a simplified yet effective version of this functionality.

Kindly assign it to me for hacktoberfest