CoMaPOI: A Collaborative Multi-Agent Framework for Next POI Prediction Bridging the Gap Between Trajectory and Language.

@inproceedings{zhong-2025-comapoi, author = {Lin Zhong and Lingzhi Wang and Xu Yang and Qing Liao}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{CoMaPOI: A Collaborative Multi-Agent Framework for Next POI Prediction Bridging the Gap Between Trajectory and Language}}, booktitle = {{Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025}}, pages = {1768--1778}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3729930}, doi = {https://doi.org/10.1145/3726302.3729930} }