Home / Computer Engineering / Development of a Recommendation System for Personalized Content Delivery

Development of a Recommendation System for Personalized Content Delivery

 

Table Of Contents


1. Introduction
  1.1 Background and Motivation
  1.2 Objectives and Scope
2. Literature Review
  2.1 Overview of Recommendation Systems
  2.2 Analysis of Existing Personalized Content Delivery Platforms
3. Data Collection and Preprocessing
  3.1 Acquisition of User Interaction Data
  3.2 Feature Extraction and Representation
4. Recommendation Algorithms
  4.1 Collaborative Filtering Techniques
  4.2 Content-Based Filtering Approaches
  4.3 Hybrid Recommendation Strategies
5. System Implementation
  5.1 Selection of Machine Learning Frameworks
  5.2 Algorithm Development and Testing

Thesis Abstract

This project aims to develop a recommendation system that leverages machine learning algorithms to deliver personalized content to users based on their preferences, behavior, and historical interactions. The system will utilize collaborative filtering, content-based filtering, and hybrid recommendation techniques to provide accurate and relevant suggestions across various domains such as e-commerce, entertainment, and news. The project will focus on algorithmic efficiency, scalability, and user satisfaction to enhance the overall content delivery experience.

Thesis Overview

Blazingprojects Mobile App

📚 Over 50,000 Research Thesis
📱 100% Offline: No internet needed
📝 Over 98 Departments
🔍 Thesis-to-Journal Publication
🎓 Undergraduate/Postgraduate Thesis
📥 Instant Whatsapp/Email Delivery

Blazingprojects App

Related Research

Computer Engineering. 3 min read

Design and implementation of a smart home system using Internet of Things (IoT) tech...

The project, "Design and Implementation of a Smart Home System Using Internet of Things (IoT) Technology," focuses on creating an innovative solution ...

BP
Blazingprojects
Read more →
Computer Engineering. 3 min read

Design and Implementation of a Smart Home Automation System using Internet of Things...

The project titled "Design and Implementation of a Smart Home Automation System using Internet of Things (IoT) Technology" aims to develop a cutting-e...

BP
Blazingprojects
Read more →
Computer Engineering. 2 min read

Design and Implementation of a Smart Home System Using Internet of Things (IoT) Tech...

The research project titled "Design and Implementation of a Smart Home System Using Internet of Things (IoT) Technology" aims to explore the integrati...

BP
Blazingprojects
Read more →
Computer Engineering. 3 min read

Design and Implementation of a Real-Time Traffic Monitoring System using Internet of...

The project titled "Design and Implementation of a Real-Time Traffic Monitoring System using Internet of Things (IoT) Technology" aims to address the ...

BP
Blazingprojects
Read more →
Computer Engineering. 3 min read

Design and Implementation of a Smart Home System using Internet of Things (IoT) Tech...

The research project titled "Design and Implementation of a Smart Home System using Internet of Things (IoT) Technology" aims to explore the innovativ...

BP
Blazingprojects
Read more →
Computer Engineering. 3 min read

Design and Implementation of a Smart Home Automation System Using IoT Technology...

The project titled "Design and Implementation of a Smart Home Automation System Using IoT Technology" aims to develop a cutting-edge smart home system...

BP
Blazingprojects
Read more →
Computer Engineering. 3 min read

Design and Implementation of a Real-Time Face Recognition System Using Deep Learning...

The project titled "Design and Implementation of a Real-Time Face Recognition System Using Deep Learning Techniques" aims to develop an advanced syste...

BP
Blazingprojects
Read more →
Computer Engineering. 3 min read

Design and Implementation of an Intelligent Home Automation System Using Internet of...

The project titled "Design and Implementation of an Intelligent Home Automation System Using Internet of Things (IoT) Technology" aims to develop a cu...

BP
Blazingprojects
Read more →
Computer Engineering. 3 min read

Design and Implementation of a Smart Home System Using Internet of Things (IoT) Tech...

The project titled "Design and Implementation of a Smart Home System Using Internet of Things (IoT) Technology" aims to explore the integration of IoT...

BP
Blazingprojects
Read more →
WhatsApp Click here to chat with us