MRP-LLM: Multitask Reflective Large Language Models for
Privacy-Preserving Next POI Recommendation
MRP-LLM: Multitask Reflective Large Language Models for
Privacy-Preserving Next POI Recommendation
Large language models (LLMs) have shown promising potential for next Point-of-Interest (POI) recommendation. However, existing methods only perform direct zero-shot prompting, leading to ineffective extraction of user preferences, insufficient injection of collaborative signals, and a lack of user privacy protection. As such, we propose a novel Multitask Reflective Large Language …