CausalMob: Causal Human Mobility Prediction with LLMs-derived Human Intentions toward Public Events

Xiaojie Yang, Hangli Ge, Jiawei Wang, Zipei Fan, Renhe Jiang, Ryosuke Shibasaki, Noboru Koshizuka. CausalMob: Causal Human Mobility Prediction with LLMs-derived Human Intentions toward Public Events. In Yizhou Sun, Flavio Chierichetti, Hady W. Lauw, Claudia Perlich, Wee Hyong Tok, Andrew Tomkins, editors, Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, KDD 2025, Toronto, ON, Canada, August 3-7, 2025. pages 1773-1784, ACM, 2025. [doi]

Abstract

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