Do Generative Recommenders Deepen the Information Cocoon? A Closed-Loop Simulation with LLM-powered User Simulators
Introduces a framework with LLM-powered user agents to study information cocoons in generative recommenders.
š arxiv.org/abs/2606.17707
šØš½āš» github.com/Dregen-Yor/R...
arxiv.org
Recommender systems alleviate information overload, yet repeated feedback between recommendations and user interactions can reinforce existing preferences and narrow users' exposure, forming informati...
