carloskim123/Recommendation-Algorithm

Recommendation System

A simple JavaScript-based item recommendation system using description-based similarity scoring.

Project Structure

The project consists of the following files:

• basic/item-recommender.js:

  • This file contains the basic implementation of the recommendation system.

  • It includes the ItemGlobal and ItemExtended classes, which define the properties of an item, as well as the calculateSimilarity and generateRecommendations functions.

  • The generateRecommendations function uses the calculateSimilarity function to recommend items that are similar to a given input item.

Contributing

Contributions to the project are welcome! Please feel free to submit a pull request or open an issue on the project's GitHub repository to share your ideas or improvements.

License

This project is licensed under the MIT license. See the LICENSE file for more details.

Acknowledgments

This project was inspired by this blog post.