Every day millions of citizens around the world generate massive amounts of geolocalised content using mobile applications and social networks.
Enrique and Vanessa Frias-Martinez, researchers at Telefonica Research in Madrid and the University of Maryland (US) respectively, have suggested using geolocalised tweets for urban planning and land use. "Geolocalised tweets can be a very useful source of information for planning, since it is an activity carried out by a large number of people who provide information on where they are at a specific time and what they are doing," Enrique said.
The researcher points out that "thanks to the increased use of smartphones, social networks like Twitter and Facebook have made it possible to access and produce information ubiquitously." These networks, he added, generate tags with the event's geolocation.
"For example, Twitter includes longitude-latitude information in the tweet if the user so desires. Amongst possible applications we have seen that this network could be highly suited to helping in urban planning, especially in identifying land use," researchers said.
Using Twitter, "you can capture information on urban land use more efficiently and for a much larger number of people than with questionnaires," said Enrique.
The new technique "automatically determines land uses in urban areas by grouping together geographical regions with similar patterns of Twitter activity," researchers said. Using aggregate activity of tweets, the researchers have studied land use in Manhattan, Madrid and London.
In the first two cases they identified four uses: residential, business, daytime leisure (mainly parks and tourist areas) and nightlife areas. In London, they also established industrial land uses. These results were validated with open data sources.
The study was published in the journal Engineering Applications of Artificial Intelligence.