SVD-gorank: Recommender system algorithm using SVD and gower's ranking

• Main Authors: Saifudin, Ilham, Widiyaningtyas, Triyanna, Zaeni, Ilham Ari Elbaith, Aminuddin, Afrig
• Format: Article
• Language: English
• Published: Institute of Electrical and Electronics Engineers Inc. 2025
• Subjects: QA75 Electronic computers. Computer science; QA76 Computer software; T Technology (General); TA Engineering (General). Civil engineering (General)
• Online Access: http://umpir.ump.edu.my/id/eprint/43836/1/SVD-gorank_Recommender%20system%20algorithm%20using%20SVD%20and%20gower%27s%20ranking.pdf; http://umpir.ump.edu.my/id/eprint/43836/; https://doi.org/10.1109/ACCESS.2025.3533558; https://doi.org/10.1109/ACCESS.2025.3533558

Recommender systems using ranking-oriented collaborative filtering are currently widely used. One widely used approach is a memory-based model with ranking orientation. Recently, a ranking algorithm that combines user rating values from SVD (Singular Value Decomposition) and user similarity values h...