The Formation Mechanism of Social Media Public Opinion Polarization under Algorithmic Bias

In the era of Web 3.0, data-driven recommendation systems dominate the dissemination of social media information, leading to issues such as cognitive imbalance, public opinion polarization, group opposition, and hidden risks of social fragmentation. This study reveals the mechanism of algorithmic bias on public opinion polarization, providing reference for understanding the social media public opinion ecology.