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