Banflixvip [ULTIMATE ROUNDUP]

app.get('/api/recommendations', async (req, res) => { const userId = req.query.userId; const recommendedContent = await recommend(userId); res.send(recommendedContent); }); This feature development plan outlines the requirements, technical requirements, and implementation plan for the personalized watchlist recommendations feature. The example code snippets demonstrate the user profiling, recommendation algorithm, user interface, and API integration.

// Collaborative filtering const similarUsers = await User.find({ viewingHistory: { $in: viewingHistory } }); const recommendedContent = similarUsers.reduce((acc, similarUser) => { return acc.concat(similarUser.viewingHistory); }, []);

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

useEffect(() => { axios.get('/api/recommendations') .then((response) => { setRecommendedContent(response.data); }) .catch((error) => { console.error(error); }); }, []); banflixvip

import React, { useState, useEffect } from 'react'; import axios from 'axios';

// Hybrid approach const recommendedContentHybrid = _.uniq(_.concat(recommendedContent, recommendedContentBased));

const express = require('express'); const mongoose = require('mongoose'); { const userId = req.query.userId

const userSchema = new mongoose.Schema({ id: String, viewingHistory: [{ type: String }], ratings: [{ type: String }], preferences: [{ type: String }] });

// Content-based filtering const contentMetadata = await ContentMetadata.find({ genres: { $in: preferences } }); const recommendedContentBased = contentMetadata.reduce((acc, content) => { return acc.concat(content.id); }, []);

const app = express();

const _ = require('lodash'); const User = require('./models/User');

const Watchlist = () => { const [recommendedContent, setRecommendedContent] = useState([]);

const recommend = async (userId) => { const user = await User.findById(userId); const viewingHistory = user.viewingHistory; const ratings = user.ratings; const preferences = user.preferences; const recommendedContent = await recommend(userId)

export default Watchlist;

return recommendedContentHybrid; };