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Smart city article details

Title	Large Language Model Empowered Smart City Mobility
ID_Doc	34729
Authors	Chen Y.; Zhang H.; Li C.; Chi B.; Chen X.; Wu J.
Year	2025
Published	Frontiers of Engineering Management, 12, 1
DOI	http://dx.doi.org/10.1007/s42524-025-4213-0
Abstract	Smart city mobility faces mounting challenges as urban mobility systems grow increasingly complex. Large language models (LLMs) have promise in interpreting and processing multi-modal urban data, but issues like model instability, computational inefficiency, and concerns about reliability hinder their implementations. In this Comment, we outline feasible LLM application scenarios, critically evaluate existing challenges, and highlight avenues for advancing LLM-based mobility systems through multi-modal data integration and developing robust, lightweight models. © Higher Education Press 2025.
Author Keywords	large language model; smart city mobility; transportation; urban computing

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