Collaborative filtering

Recommender systems have become an integral part of our daily lives, powering the personalized recommendations that we receive on social media, e-commerce platforms, and streaming services. These systems are designed to make our lives easier by suggesting products, services, and content that are relevant to our interests and preferences. However, as powerful as these systems are, they are not perfect, and there are concerns about their fairness, especially in terms of how they impact marginalized groups.  In this article,…

Artificial intelligence (AI) has permeated our lives in a myriad of ways, making everyday tasks easier, more efficient, and personalized. One of the most significant applications of AI is in recommender systems, which have become an integral part of our digital experiences. From suggesting movies on streaming platforms to proposing products on e-commerce websites, AI-based recommender systems have revolutionized content consumption and online shopping. This article delves into the inner workings of AI-based recommender…