Urbanscope: Digital Whispers from the Urban Landscape. TedX Talk Video

Together with the Urbanscope team, we gave a TedX talk on the topics and results of the project here at Politecnico di Milano. The talk was actually given by our junior researchers, as we wanted it to be a choral performance as opposed to the typical one-man show.

The message is that cities are not mere physical and organizational devices only: they are informational landscapes where places are shaped more by the streams of data and less by the traditional physical evidences. We devise tools and analysis for understanding these streams and the phenomena they represent, in order to understand better our cities.

Two layers coexist: a thick and dynamic layer of digital traces – the informational membrane – grows everyday on top of the material layer of the territory, the buildings and the infrastructures. The observation, the analysis and the representation of these two layers combined provides valuable insights on how the city is used and lived.

You can now find the video of the talk on the official TedX YouTube channel:

Urbanscope is a research laboratory where collection, organization, analysis, and visualization of cross domain geo-referenced data are experimented.
The research team is based at Politecnico di Milano and encompasses researchers with competencies in Computing Engineering, Communication and Information Design, Management Engineering, and Mathematics.

The aim of Urbanscope is to systematically produce compelling views on urban systems to foster understanding and decision making. Views are like new lenses of a macroscope: they are designed to support the recognition of specific patterns thus enabling new perspectives.

If you enjoyed the show, you can explore our beta application at:

http://www.urbanscope.polimi.it

and discover the other data science activities we are conducting at the Data Science Lab of Politecnico, DEIB.

 

When a Smart City gets Personal

When people talk about smart cities, the tendency is to think about them in a technology-oriented or sociology-oriented manner.

However, smart cities are the places where we leave and work everyday now.

Here is a very broad perspective (in Italian) about the experience of big data analysis and smart city instrumentation for the town of Como, in Italy: an experience on how phone calls, mobility data, social media, people counters can contribute to take and evaluate decisions.

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You can read it on my Medium channel.

View story at Medium.com

The Harvard-Politecnico Joint Program on Data Science in full bloom

After months of preparation, here we are.

This week we kicked off the second edition of the DataShack program on Data Science that brings together interdisciplinary teams of data science, software engineering & computer science, and design students from Harvard (Institute of Applied Computational Science) and Politecnico di Milano (faculties of Engineering and Design).

The students will address big data extraction, analysis, and visualization problems provided by two real-world stakeholders in Italy: the Como city municipality and Moleskine.

logo-moleskineThe Moleskine Data-Shack project will explore the popularity and success of different Moleskine products co-branded with other famous brands (also known as special editions) and launched in specific periods in time. The main field of analysis is the impact that different products have on social media channels. Social media analysis then will be correlated with product distribution and sales performance data, along multiple dimensions (temporal, geographical, etc.) and product features.

logo-comoThe project consists of collecting and analyzing data about the city and the way people live and move within it, by integrating multiple and diverse data sources. The problems to be addressed may include providing estimates of human density and movements within the city, predicting the impact of hypothetical future events, determining the best allocation of sensors in the streets, and defining optimal user experience and interaction for exploring the city data.

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The kickoff meeting of the DataShack 2017 projects, in Harvard. Faculties Pavlos Protopapas, Stefano Ceri, Paola Bertola, Paolo Ciuccarelli and myself (Marco Brambilla) are involved in the program.

The teams have been formed, and the problems assigned. I really look forward to advising the groups in the next months and seeing the results that will come out. The students have shown already commitment and engagement. I’m confident that they will be excellent and innovative this year!

For further activities on data science within our group you can refer to the DataScience Lab site, Socialometers, and Urbanscope.