https://github.com/ayyesu/movie-recommendation-system

A system that uses content-based recommendation algorithm to recommend movies to users based on their interaction.
https://github.com/ayyesu/movie-recommendation-system

content-based-recommendation jwt-spring-security spring-boot

Last synced: 2 days ago
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A system that uses content-based recommendation algorithm to recommend movies to users based on their interaction.

• Host: GitHub
• URL: https://github.com/ayyesu/movie-recommendation-system
• Owner: ayyesu
• Created: 2023-09-19T20:25:38.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-09-26T10:55:49.000Z (about 1 year ago)
• Last Synced: 2023-09-26T15:09:36.012Z (about 1 year ago)
• Topics: content-based-recommendation, jwt-spring-security, spring-boot
• Language: Java
• Homepage:
• Size: 225 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Movie Recommendation System with Content-Based Filtering

This project implements a movie recommendation system using a content-based filtering algorithm. Content-based filtering suggests movies to users based on the content features of the movies they have liked or interacted with.

## Overview

The recommendation system is built using Spring Boot for the backend, which provides a RESTful API for user interactions and recommendations. The content-based algorithm analyzes movie genres to make personalized suggestions.

## Content-Based Filtering Algorithm

The content-based filtering algorithm relies on the genres associated with each movie. It recommends movies to a user based on the genres of the movies they have previously interacted with. For example, if a user has liked or watched science fiction movies, the system will suggest other science fiction movies.

## Getting Started

### Prerequisites

- Java Development Kit (JDK) installed on your machine

- Maven for managing dependencies

### Installation

1. Clone the repository:

```bash

git clone https://github.com/ayyesu/movie-recommendation-system.git

```

2. Navigate to the project directory:

```bash

cd movie-recommendation-system

```

3. Build the project using Maven:

```bash

mvn clean install

```

4. Running the Application

```bash

mvn spring-boot:run

```

The application will start on `http://localhost:9090`

### Built With

- [Spring Boot](https://spring.io/projects/spring-boot) - Framework for building Java-based applications

- [Maven](https://maven.apache.org/) - Dependency management