This review conducts a bibliometric analysis of 431 studies from five major online databases, and provides a scoping review of 86 artificial intelligence (AI) models. Key focuses include motor activity, neurocognitive tests, eye tracking, and speech analysis.
SocialMind, the first LLM-based proactive AR social assistive system that provides users with in-situ social assistance. SocialMind employs human-like perception leveraging multi-modal sensors to extract both verbal and nonverbal cues, social factors, and implicit personas, incorporating these social cues into LLM reasoning for social suggestion generation.