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

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Title: Advancing urban management: Integrating GIS, LLMs, and media narratives into environmental and socio-economic analyses for enhanced urban crime analysis.
Authors: Cai, Yuxuan1 (AUTHOR) yuxuanc@uchicago.edu, Chen, Anzhi1 (AUTHOR) chenanzhi@uchicago.edu, Tang, Ziheng2 (AUTHOR), Wang, Yuhan2 (AUTHOR), Song, Yang2 (AUTHOR)
Source: PLoS ONE. 11/26/2025, Vol. 20 Issue 11, p1-21. 21p.
Database: Academic Search Ultimate
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  Data: Advancing urban management: Integrating GIS, LLMs, and media narratives into environmental and socio-economic analyses for enhanced urban crime analysis.
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  Data: <searchLink fieldCode="AR" term="%22Cai%2C+Yuxuan%22">Cai, Yuxuan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> yuxuanc@uchicago.edu</i><br /><searchLink fieldCode="AR" term="%22Chen%2C+Anzhi%22">Chen, Anzhi</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> chenanzhi@uchicago.edu</i><br /><searchLink fieldCode="AR" term="%22Tang%2C+Ziheng%22">Tang, Ziheng</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Yuhan%22">Wang, Yuhan</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Song%2C+Yang%22">Song, Yang</searchLink><relatesTo>2</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22PLoS+ONE%22">PLoS ONE</searchLink>. 11/26/2025, Vol. 20 Issue 11, p1-21. 21p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=189599765
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