A Comparative Study of Demonstration Selection for Practical Large Language Models-based Next POI Prediction

Ryo Nishida, Masayuki Kawarada, Tatsuya Ishigaki +2

This paper investigates demonstration selection strategies for predicting a user's next point-of-interest (POI) using large language models (LLMs), aiming to accurately forecast a…