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AAAI 2015 Workshop on AI for Cities

Big Data Home Feature Urban Informatics

Almost half of humanity today lives in urban environments and that number will grow to 80% or more by the middle of this century in different parts of the world. Cities are thus the loci of resource consumption, economic activity, social interactions, and education and innovation; they are the cause of our looming sustainability problems but also where those problems must be solved. Cities are also an enormous forum for policy making, as well as an apparently unbounded source of digital data of a wide nature. Artificial Intelligence has the potential to play a central role in tackling the underlying hard computational, decision making, and statistical problems of cities.

With this in mind, CUSP has proposed a worskshop to bring together AI researchers who work on urban informatics and domain experts from city agencies in order to: i) identify and characterize the prototypical AI problems that cities face, ii) discuss data access, open platforms, and dissemination of information, iii) present recent research in this nascent subfield, and iv) strengthen the path from research to decision and policy making. The workshop will be held on January 25-26, 2015, in Austin, Texas.

Topics include

  • Spatiotemporal inference of urban processes (social or natural)
  • Energy consumption/disaggregation models of large urban areas
  • Planning/Scheduling for city operations
  • Decision making for urban science and for city policy
  • AI models of transportation and utilities networks
  • Resource allocation in urban systems
  • Event detection of urban activity and processes
  • Active learning, sampling biases and dataset shift in city data
  • Multi-agent simulations of urban processes
  • Visualization and city operational systems
  • Cross-city comparative analysis
  • Improving public health systems in cities
  • Crowdsourcing for urban science and decision making
  • Open data platforms and data access tools for data science

Preliminary Agenda

09:00 – 09:10  -  Introduction and opening remarks
09:10 – 09:40  -  Invited talk – Juliana Freire, NYU Polytechnic School of Engineering
09:40 – 10:10  -  Invited talk – Autonomous Machines and Robots in Cities – Manuela Veloso, CMU
10:10 – 10:30  -  Coffee Break
10:30 – 11:00  - Invited talk – Adi Botea, IBM
11:00 – 11:30  -  Invited talk – Craig Knoblock, USC
11:30 – 12:30  -  Lunch Break
12:30 – 01:00  -  Invited Talk – Mike Flowers, NYU CUSP
01:00 – 03:00  -  Paper Presentations
03:00 – 03:30  -  Data access – city data portals, initiatives, and restrictions
03:30 – 04:00  -  Coffee Break
04:00 – 04:30  -  Data access – city data portals, initiatives, and restrictions
04:30 – 05:00  -  Open discussion and concluding remarks
05:00 – 06:00  -  Social event

Submission Requirements

Papers must be formatted in AAAI two-column, camera-ready style. Regular research papers (submitted and final), presenting a significant contribution, may be no longer than 7 pages, with page 7 including only references. Short papers (submitted and final), describing a position on the topic of the workshop or a demonstration/tool, may be no longer than 4 pages, including references.

CUSP is offering two awards of up to $1,000 each in travel reimbursements for students who are lead authors on papers contributed to the workshop.

Submissions are to be made online at We request that interested authors log in and submit abstracts as an expression of interest before the final deadline.

Important Dates

11/09/2014  -  Paper Submission deadline
11/14/2014  -  Notification of decisions
11/25/2014  -  Camera-ready due

Organizing Committee

Research Assistant Professor, New York University, Center for Urban Science and Progress (CUSP)
Brooklyn, USA

Senior Researcher, IBM Master Inventor, IBM Research
New Delhi, India

Professor of Computer Science, Department of Computer Science, University of Toronto
Toronto, Canada

Research Scientist, IBM Research, Smarter Cities Technology Center
Dublin, Ireland

Program Committee

Sarah Bird (Microsoft Research, USA)
Alex Chohlas-Wood (NYPD, USA)
Philippe Cudre-Mauroux (University of Fribourg, CH)
Mathieu d’Aquin (Open University, UK)
Bistra Dilkina (Georgia Tech, USA)
Greg Dobler (NYU CUSP, USA)
Harish Doraiswamy (NYU, USA)
Stefano Ermon (Stanford University, USA)
Maurizio Filippone (University of Glasgow, UK)
Rebecca Hutchinson (Oregon State University, USA)
Rishee Jain (Stanford, USA)
Nikos Karampatziakis (Microsoft, USA)
Liakata Maria (University of Warwick, UK)
Charlie Mydlarz (NYU CUSP, USA)
Temitope O Omitola (University of Southampton, UK)
Jeff Pan (Univ. of Aberdeen, UK)
Kostas Pelechrinis (University of Pittsburgh, USA)
Alessandro Perina (Italian Institute of Technology, ITA)
Justin Salamon (NYU CUSP, USA)
Daniel Sheldon (UMass Amherst, USA))
Vasilis Syrgkanis (Microsoft Research, USA)
Ravi Shroff (NYU CUSP, USA)
Vasileios Stathopoulos (UCL, UK)
Yuxiang Wang (Carnegie Mellon University, USA)
Hong Yang (NYU CUSP, USA)
Arkaitz Zubiaga (University of Warwick, UK)

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