Recommender Systems

A study was conducted to develop different recommender systems on a three-year customer-product relationship data. SimpleSVD, NormalSVD, MidUserSVD, MidItemSVD, MidTotalSVD, KNN, KMeans, RFM analysis, MBA and Apriori techniques were used.

Article: https://ybsansiklopedi.com/cilt-12-sayi-1-ocak-2024/

Designed Recommendation Systems

1. Popularity-based Recommender System
2. Content-based Recommender System
3. Collaborative Filtering Recommender System - 1
4. Collaborative Filtering Recommender System - 2
5. Hybrid Recommender System

License

MIT