Designing an AI-driven Neighborhood Navigator with Black and Latinx NYC Residents
An interdisciplinary team of social scientists, computer scientist, designers, and researchers from the SAFElab at Columbia University’s School of Social Work, School of Engineering and Applied Science and Data Science Institute partnered with the Research and Evaluation Center (REC) at John Jay College of Criminal Justice to develop a Neighborhood Navigator which assesses patterns and changes in the sentiment of quality of life, wellbeing, community, and living conditions among residents of New York City. The Neighborhood Navigator uses community focus groups and one-on-one interviews in concert with artificial intelligence (AI) techniques (e.g. natural language processing (NLP) and computer vision) to provide short-term, recurring feedback on resident sentiment. Over time, greater precision in the AI components could lead to reduced dependence on surveys and more cost-efficient sustainability. The tool will provide policymakers with insight into public sentiment about government work and allow them to respond accordingly.
Learning Materials
By and featuring Dr. Patton
- Publication: Expressions of loss predict aggressive comments on Twitter among gang-involved youth in Chicago, 2018
- Podcast: Just Tech: Centering Community-Driven Innovation at the Margins episode 1 with Desmond Patton and Mary Gray, 2022
- Interview: Examining Violence and Black Grief on Social Media: An Interview with Desmond Upton Patton, 2022
- News feature: A murdered teen, two million tweets and an experiment to fight gun violence, 2018
Related readings & media
- Book: The Digital Edge: How Black and Latino Youth Navigate Digital Inequality, 2018
- VR experience: 1000 cut journey, 2018
- Book: Viral Justice: How We Grow the World We Want, 2022
Learn more about the Race and Technology Research Lecture Series >
Speaker Details
Dr. Desmond Upton Patton, Associate Dean for Innovation and Academic Affairs, founding director of the SAFE Lab and co-director of the Justice, Equity and Technology lab at Columbia School of Social Work, is a leading pioneer in the field of making AI empathetic, culturally sensitive and less biased.
- Date:
- Speakers:
- Dr. Desmond Upton Patton
- Affiliation:
- Associate Dean for Innovation and Academic Affairs, founding director of the SAFE Lab and co-director of the Justice, Equity and Technology lab at Columbia School of Social Work
Series: Race and Technology: A Research Lecture Series
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Beyond the Technology: The Need for Identity-Inclusive Computing Education
Speakers:- Nicki Washington
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Intersectional Tech: Black Praxis in Digital Gaming
Speakers:- Dr. Kishonna L. Gray
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Towards a New Biology Nexus: Race, Society and Story in the Science of Life
Speakers:- Dr. C. Brandon Ogbunu
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Our Genomes, Our Selves?
Speakers:- Dr. Sohini Ramachandran
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On Race and Technoculture
Speakers:- Dr. André Brock
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Acrylic, metal, blue and a means of preparation: Imagining and living Black life beyond the surveillance state
Speakers:- Dr. Simone Browne
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Women of Color and the Digital Labor of Repair
Speakers:- Dr. Lisa Nakamura
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The New Jim Code: Reimagining the Default Settings of Technology & Society
Speakers:- Dr. Ruha Benjamin
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Computing Technology as Racial Infrastructure: A History of the Present & Blueprint for Black Future(s)
Speakers:- Dr. Charlton McIlwain
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The Vanishing Indian Speaks Back: Race, Genomics, and Indigenous Rights
Speakers:- Dr. Kim TallBear
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Racist Tropes and Labor Discipline: How Tech Inherits and Reproduces Global Imaginaries of Race and Work
Speakers:- Dr. Sareeta Amrute