You are tasked with improving the user engagement on a digital publishing platform that caters to a diverse and demanding audience. The platform allows users limited free access to articles before requiring a paid subscription. Your goal is to recommend articles that align with individual user interests to increase subscription rates. Considering the platform's large dataset of user interactions and article content, which of the following machine learning models would be most effective for generating personalized article recommendations? Choose the best option.