The Promise and Perils of AI and Big Data in the City October 29, - - PowerPoint PPT Presentation

the promise and perils of ai and big data in the city
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The Promise and Perils of AI and Big Data in the City October 29, - - PowerPoint PPT Presentation

The Promise and Perils of AI and Big Data in the City October 29, 2019 Martino Tran PhD Principle Investigator, Urban Predictive Analytics Lab Assistant Professor, School of Community & Regional Planning, UBC 1 The rise of cities Urban


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The Promise and Perils of AI and Big Data in the City

October 29, 2019 Martino Tran PhD Principle Investigator, Urban Predictive Analytics Lab Assistant Professor, School of Community & Regional Planning, UBC

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The rise of cities

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Urban population centres 1950 and 2025 (IPCC, 2014)

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Climate change has massive societal consequences

IPCC, 2007

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Urbanization and GDP

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  • M. Roser 2018, OWID
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Modelling infrastructure interdependency and risk: transport energy demand

Tran et al. 2016 in Quantifying interdependencies, Chapter 11 in Future infrastructure: a system-of- systems approach (eds. JW Hall et al.), Cambridge University Press.

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Large-scale electrification impacts on peak demand

Tran et al. 2016 in Quantifying interdependencies, Chapter 11 in Future infrastructure: a system-of- systems approach (eds. JW Hall et al.), Cambridge University Press.

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Multi-attribute performance metrics for infrastructure scenarios

Tran et al. 2016 in Quantifying interdependencies, Chapter 11 in Future infrastructure: a system-of- systems approach (eds. JW Hall et al.), Cambridge University Press.

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General accessibility for an urban population

Future access to essential services for vulnerable populations in a growing smart city: The case of Surrey, BC (Mayaud JR, Tran M et al. 2019) Computers, Environment and Urban Systems 73, 1 – 15.

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What about vulnerable populations? Forecasting demographic change for seniors and youth

Future access to essential services for vulnerable populations in a growing smart city: The case of Surrey, BC (Mayaud JR, Tran M et al. 2019) Computers, Environment and Urban Systems 73, 1 – 15.

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Forecasting change in low and medium income households

Future access to essential services for vulnerable populations in a growing smart city: The case of Surrey, BC (Mayaud JR, Tran M et al. 2019) Computers, Environment and Urban Systems 73, 1 – 15.

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The perils… From individual privacy to the public concern

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Thank you, questions? Martino.tran@ubc.ca www.urbanpredictiveanalytics.com

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