Advancing urban management: Integrating GIS, LLMs, and media narratives into environmental and socio-economic analyses for enhanced urban crime analysis

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Bibliográfalaš dieđut
Publikašuvnnas:	PLoS One vol. 20, no. 11 (Nov 2025), p. e0331788
Váldodahkki:	Cai, Yuxuan
Almmustuhtton:	Public Library of Science
Fáttát:	United States > US Illinois Chicago Illinois Reliability Censuses Datasets Safety Geographic information systems Urban crime Economic conditions Crime prevention Economic factors Robbery Social sciences Economic planning Narratives Open data Criminal statistics Crime Socioeconomics Spatial analysis Information processing Environmental factors Mass media Fear of crime Socioeconomic factors Built environment Urban planning Labeling Policy making Urban areas Environmental aspects Resource management Perceptions Roads & highways Large language models Environmental impact Natural language processing Remote sensing Social
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