Normalization-based neighborhood model for cold start problem in recommendation system

• Main Authors: Zahid, Aafaq, Mohd Sharef, Nurfadhlina, Mustapha, Aida
• Format: Article
• Language: English
• Published: Zarqa University 2020
• Online Access: http://psasir.upm.edu.my/id/eprint/86921/1/Normalization-based%20neighborhood.pdf; http://psasir.upm.edu.my/id/eprint/86921/; https://iajit.org/portal/index.php/archive/volume-17-2020/may-2020-no-3/item/180-normalization-based-neighborhood-model-for-cold-start-problem-in-recommendation-system

Existing approaches for Recommendation Systems (RS) are mainly based on users’ past knowledge and the more popular techniques such as the neighborhood models focus on finding similar users in making recommendations. The cold start problem is due to inaccurate recommendations given to new users becau...