Research
Poetic Justice

Exploring new forms of social justice through art
Research
City Science

Looking beyond smart cities
Project Research

CityScope Champs-Élysées

An interactive  platform to improve decision-making related to the revitalization of the Champs ÉlyséesCityScope Champs-Élysée is a ...
Research
Camera Culture

Making the invisible visible–inside our bodies, around us, and beyond–for health, work, and connection
Research
Scalable Cooperation

Reimagining human cooperation in the age of social media and artificial intelligence
Project Research

The Deep Image of the City

How do you image a city that doesn't exist? DeepScope is a novel platform for interactive, real-time, and setup-less urban design vi...
Research
Social Machines

Promoting deeper learning and understanding in human networks
Project Research

Theme | Mobility On-Demand

Urban populations around the world are rapidly growing. To improve livability, urban residents must reduce dependency on fossil fuels and...
Project Research

City Science Network

MIT City Science has developed an international network of cooperative City Science LabsWe are developing concepts and key technology tha...
Project Research

CityScope Volpe

CityScope Volpe is demonstrating most of the urban planning, analysis, and prediction features developed for the CityScope project. The s...
Project Research

Theme | CityScope

City Science researchers are developing a slew of tangible and digital platforms dedicated to solving spatial design and urban planning c...
Project Research

City Science Lab Hamburg

MIT City Science is working with HafenCity University to develop CityScope for the neighborhood of Rothenburgsort in Hamburg, Germany. Th...
Research
Sculpting Evolution

Cultivating wisdom through evolutionary and ecological engineering
Research
Human Dynamics

Exploring how social networks can influence our lives in business, health, governance, and technology adoption and diffusion
Project Research

Aalto Campus-as-a-Service Simulations

How can we get more value from the same buildings? Cities contain many different resources and spaces and typically, these resources...
Project Research

Reversed Urbanism

Predicting Urban Performance through Behavioral Patterns in Temporal Telecom DataThis study explores a novel method to analyze diverse be...
Publication Research

Reversed urbanism: Inferring urban performance through behavioral patterns in temporal telecom data

Noyman, A., Doorley, R., Xiong, Z., Alonso, L., Grignard, A., & Larson, K. (2019). Reversed urbanism: Inferring urban performance through behavioral patterns in temporal telecom data. Environment and Planning B: Urban Analytics and City Science, 46(8), 1480–1498. https://doi.org/10.1177/2399808319840668
Research
Open Agriculture (OpenAg)

Open Agriculture Initiative (OpenAg)
Project Research

City Science Lab Andorra

Andorra and the City Science research group at the MIT Media Lab are taking on the challenge of turning Andorra into an “Internationally ...
Archived
Research
Collective Learning

Transforming data into knowledge
Research
Personal Robots

Building socially engaging robots and interactive technologies to help people live healthier lives, connect with others, and learn better
Project Research

BASIC: Blockchained Agent-based Simulator for Cities

Autonomous vehicles (AVs), drones, and other types of robots will revolutionize our way of traveling and understanding urban space. In or...
Project Research

MoCho: Mobility choices and societal impacts

MoCho (short for "Mobility Choices") is a CityScope module focused on mobility choices and societal impacts. This tool helps pr...
Publication Research

What's your MoCho? Real-time Mode Choice Prediction Using Discrete Choice Models and a HCI Platform

Doorley, Ronan & Noyman, Ariel & Sakai, Yasushi & Larson, Kent. (2019). What's your MoCho? Real-time Mode Choice Prediction Using Discrete Choice Models and a HCI Platform. UrbComp SIGKDD 2019
Project Research

City as Classroom, City as Laboratory

Often, we neglect to see the city as living, complex, and dynamic. However, shrouded by its masses of concrete and steel lie unique ecosy...
Project Research

City Science Lab Aalto

Aalto University, Finland, and the MIT Media Lab’s City Science group are co-developing a version of the MIT CityScope platform for urban...
Archived
Project Research

Field Experimentation in Boston's Intertidal Zone

The Intertidal Experimentation Workshop will take place September 29 and 30 (9am to 2pm) at the MIT Media Lab, open to students ages 8-14...
Archived
Article Research

Home

How the home will be disrupted and transformed by radical technological change.
Project Research

Measuring and reducing social segregation in cities

We use high-resolution geospatial data collected from mobile phones to measure social segregation at an unprecedented resolution in citie...
Project Research

CityScope PlayGround: MIT East Campus

This project depicts the design, deployment and operation of a Tangible Regulation Platform, a physical-technological apparatus made for ...
Publication Research

Finding Places: HCI Platform for Public Participation in Refugees’ Accommodation Process

Finding Places: HCI Platform for Public Participation in Refugees’ Accommodation Process. Ariel Noyman , Tobias Holtz, Johannes Kröger, Jörg Rainer Noennig, Kent Larson. a Massachusetts Institute of Technology, Media Lab, Changing Places Group, Cambridge MA, b HafenCity University Hamburg, CityScienceLab, c HafenCity University Hamburg, Lab for Geoinformatics & Geovisualization
Project Research

AI, Automation, Labor, and Cities: How to map the future of work

Should workers worry about automation and AI?Many workers, policy makers, and researchers are asking themselves exactly this question. Bu...
Article Research

City Science Lab Taipei

NTUT, MIT sign ‘smart’ development agreement
Publication Research

Toward understanding the impact of artificial intelligence on labor

Frank, Morgan R., David Autor, James E. Bessen, Erik Brynjolfsson, Manuel Cebrian, David J. Deming, Maryann Feldman, et al. “Toward Understanding the Impact of Artificial Intelligence on Labor.” Proceedings of the National Academy of Sciences, March 25, 2019, 201900949. https://doi.org/10.1073/pnas.1900949116.
Project Research

The Atlas of Inequality

Segregation is hurting our societies and especially our cities. But economic inequality isn't just limited to neighborhoods. The restaura...
Project Research

Urban Swarms

Modern cities have to respond to the growing demands of more efficient and sustainable urban development, as well as an increased quality...
Post Research

This city is a classroom

Avery Normandin and Devora Najjar are on a mission to build literacy and appreciation for urban ecology.
Project Research

FindingPlaces

What is FindingPlaces?In reaction to the sudden arrival of tens of thousands of refugees in the city of Hamburg (DE) in 2015, the Lord Ma...
Project Research

Ecology, Evolution, and Engineering for Empowered Brains

EEEeb Spring 2019:  Urban OceansMarch 24, April 7 and 21, May 19, June 2 To register, please visit this lin...
Article Research

Give way to droids, bots, and drones: the driverless city will look like this

An NYC exhibit imagines driverless buses and mobile medical units resembling Popemobiles.
Archived
Research
Social Computing

Creating sociotechnical systems that shape our urban environments
Future Storytelling
Archived
Project Research

City Science Lab Toronto

City Science Lab Toronto was established in cooperation with Ryerson University in Toronto, Canada.  It  started in 2018 and is...
Project Research

Andorra | Energy + Environment

View the main City Science Andorra project profile.
Publication Research

Urban Swarms: A new approach for autonomous waste management

Alfeo, A. L., Ferrer, E. C., Carrillo, Y. L., Grignard, A., Pastor, L. A., Sleeper, D. T., Cimino, M. G. C. A., Lepri, B., Vaglini, G., Laron, K., Dorigo, M., Pentland, A. `Sandy’. (2018). Urban Swarms: A new approach for autonomous waste management. ArXiv:1810.07910 [Cs].
Project Research

cityIO

Cloud-Based Urban Data PlatformcityIO (input/output) is a cloud- and database-driven platform which allows remote participation, database...
Project Research

Managing Travel Demand: Location recommendation for system efficiency

Growth in leisure travel has become increasingly significant economically, socially, and environmentally. However, flexible but uncoordin...
Project Research

Moral Machine

The Moral Machine is a platform for gathering a human perspective on moral decisions made by machine intelligence, such as self-driving c...
Article Research

AR is transforming tech. What can it do for cities?

Cities need to work to ensure that AR makes the leap from “cool experience,” to a technology that improves residents’ lives.
Project Research

Persuasive Electric Vehicle (PEV)

An Alternative Autonomous Revolution System design for emerging urban contexts and societal aspirationsThe Persuasive Electric Vehic...
Post Research

10+ years of Human 2.0

Revisit Human 2.0, a 2007 Media Lab symposium focused on the future of human adaptability.
Project Research

Andorra | Innovation

View the main City Science Andorra project profile.The MIT Media Lab's City Science research group, the University of Andorra, and nation...
Post Research

The hackable bike and the future of the MamaChari

Rapid urbanization causes a need for new mobility modes which may not be totally dependent on cars.
Project Research

Hackable Bike

To explore future mobility modes, the City Science group is working with Media Lab member company Panasonic to explore the use and potent...
Archived
Project Research

Place Pulse

Mapping the urban perception
Archived
Gallery Research

School and Energy Awareness, City Science Andorra

SCHOOL, ENERGY AWARENESSUsing TerMITes in the Santa Coloma School in Andorra we want to help students understand the relation between the...
Archived
Project Research

Ant-Based Modeling

Ant-Based Modeling explores the possibility of implementing agent-based modeling with living ants and external stimuli such as ...
Archived
Publication Research

CityScopeAR: Urban Design and Crowdsourced Engagement Platform

Noyman, Sakai, Larson 2018. CityScopeAR: Urban Design and Crowdsourced Engagement Platform. CHI 2018, 4,2007
Publication Research

Roadmap for Autonomous Cities: Sustainable Transformation of Urban Spaces

Noyman, Ariel, Agnis Stibe, and Kent Larson. "Roadmap for Autonomous Cities: Sustainable Transformation of Urban Spaces." (2017).
Article Research

Robotic interiors

Smart furniture transforms spaces in tiny apartments into bedrooms, work spaces, or closets.
Thesis Research

POWERSTRUCTURES : the urban form of regulations

POWERSTRUCTURES : the urban form of regulations, Noyman, Ariel, Thesis: S.M., Massachusetts Institute of Technology, Department of Architecture, 2015.; Cataloged from PDF version of thesis.; Includes bibliographical references (pages 232-236).
Article Research

In these small cities, AI advances could be costly

It’s long been clear that urbanization and automated technologies are shaping society, but it hasn’t been obvious how the two forces affe...