Crowd Intelligence

Crowd intelligence leverages the collective knowledge and actions of large groups to solve complex problems or improve decision-making, often integrating it with AI techniques. Current research focuses on applying crowd intelligence to diverse areas, including misinformation detection (using deep Q-learning and transformer models), knowledge transfer in AIoT systems, and improving federated learning through clustering algorithms to handle data heterogeneity. This field is significant for its potential to enhance various applications, from improving urban planning and accessibility assessments to creating more robust and privacy-preserving AI systems.