In the digital age, algorithms have become increasingly advanced, shaping the users' online experiences. However, this algorithmic evolution has created a phenomenon known as the algorithmic echo chamber. This occurs when algorithms recommend content based on user history, reinforcing existing biases and limiting exposure. As users are continuously