2026
TRIPLE: Theory-Driven Integration of Planned and Habitual Behaviors for LLM-based Personalization
AAAI 2026technical
While large language model (LLM)-based user profiling offers significant potential for personalization, most existing approaches rely on empirical heuristics and lack grounding in the psychological mechanism that drive human behavior. In this paper, we introduce TRIPLE (Theory-guided Reasoning for I