Watchonlinemovies.com [work] May 2026

// Return top 5 recommended movies return recommendedMovies.slice(0, 5); };

module.exports = Movie; // recommendation.algorithm.js const User = require('./user.model'); const Movie = require('./movie.model'); watchonlinemovies.com

// Calculate similarity between users const similarUsers = await User.find().populate('ratings'); const similarities = similarUsers.map((similarUser) => { const similarUserRatings = similarUser.ratings; const similarity = calculateSimilarity(userRatings, similarUserRatings); return { user: similarUser, similarity }; }); // Return top 5 recommended movies return recommendedMovies

const User = mongoose.model('User', userSchema); module.exports = Movie

const movieSchema = new mongoose.Schema({ title: String, genre: String, ratings: [{ type: mongoose.Schema.Types.ObjectId, ref: 'MovieRating' }] });