// 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.slice(0, 5); }; watchonlinemovies.com
const User = mongoose.model('User', userSchema); // Calculate similarity between users const similarUsers =
router.get('/recommendations', async (req, res) => { const userId = req.query.userId; const recommendedMovies = await recommendMovies(userId); res.json(recommendedMovies); }); const similarities = similarUsers.map((similarUser) =>
module.exports = Movie; // recommendation.algorithm.js const User = require('./user.model'); const Movie = require('./movie.model');
The movie recommendation system is a feature that suggests movies to users based on their viewing history and preferences. This feature aims to enhance the user experience by providing personalized movie recommendations.
// 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.slice(0, 5); };
const User = mongoose.model('User', userSchema);
router.get('/recommendations', async (req, res) => { const userId = req.query.userId; const recommendedMovies = await recommendMovies(userId); res.json(recommendedMovies); });
module.exports = Movie; // recommendation.algorithm.js const User = require('./user.model'); const Movie = require('./movie.model');
The movie recommendation system is a feature that suggests movies to users based on their viewing history and preferences. This feature aims to enhance the user experience by providing personalized movie recommendations.