Banflixvip Apr 2026
// Content-based filtering const contentMetadata = await ContentMetadata.find({ genres: { $in: preferences } }); const recommendedContentBased = contentMetadata.reduce((acc, content) => { return acc.concat(content.id); }, []);
const recommend = async (userId) => { const user = await User.findById(userId); const viewingHistory = user.viewingHistory; const ratings = user.ratings; const preferences = user.preferences; banflixvip
const _ = require('lodash'); const User = require('./models/User'); const recommendedContentBased = contentMetadata.reduce((acc
// Collaborative filtering const similarUsers = await User.find({ viewingHistory: { $in: viewingHistory } }); const recommendedContent = similarUsers.reduce((acc, similarUser) => { return acc.concat(similarUser.viewingHistory); }, []); { return acc.concat(content.id)
return ( <div> <h2>Recommended Content</h2> <ul> {recommendedContent.map((content) => ( <li key={content}>{content}</li> ))} </ul> </div> ); };