This is the final version. Available from SAGE Publications via the DOI in this record. Measuring the size of a crowd in a specific location can be of crucial importance for crowd management, in particular in emergency situations. Here, using two football stadiums as case studies, we present evidence that data generated through interactions with the social media platform Instagram can be used to generate estimates of the size of a crowd. We present a detailed analysis of the impact of varying the time period and spatial area considered for the collection of Instagram data. Crucially, we demonstrate how to address issues that arise from changes in the usage of a social media platform such as Instagram. Our findings show how social media data...
This article belongs to the Special Issue Innovative Technologies and Services for Smart Cities.Evid...
Human mobility behavior emerging in social events involving huge masses of individuals bears potenti...
In public places, crowd size may be an indicator of congestion, delay, instability, or of abnormal e...
Measuring the size of a crowd in a specific location can be of crucial importance for crowd manageme...
Being able to infer the number of people in a specific area is of extreme importance for the avoidan...
Being able to infer the number of people in a specific area is of extreme importance for the avoidan...
Supplemental Material for Measuring the size of a crowd using Instagram by Federico Botta, Helen Sus...
City-scale events attract large amounts of attendees in temporarily re-purposed urban environments. ...
Large-scale events are becoming more frequent in contemporary cities, increasing the need for novel ...
With society’s increasing participation in social media, scientists now have access to new sources o...
Crowdsourcing is the structured cooperation of a large number of individuals to accomplish a specifi...
Using social media data, such as Twitter and Instagram, I identify relevant information, develop dat...
In emergency management for mass gatherings, the knowledge about crowd types can highly assist with ...
At first glance, social-media data look like the antithesis of survey data - never to be used in the...
Popular events are well reflected on social media, where people share their feelings and discuss the...
This article belongs to the Special Issue Innovative Technologies and Services for Smart Cities.Evid...
Human mobility behavior emerging in social events involving huge masses of individuals bears potenti...
In public places, crowd size may be an indicator of congestion, delay, instability, or of abnormal e...
Measuring the size of a crowd in a specific location can be of crucial importance for crowd manageme...
Being able to infer the number of people in a specific area is of extreme importance for the avoidan...
Being able to infer the number of people in a specific area is of extreme importance for the avoidan...
Supplemental Material for Measuring the size of a crowd using Instagram by Federico Botta, Helen Sus...
City-scale events attract large amounts of attendees in temporarily re-purposed urban environments. ...
Large-scale events are becoming more frequent in contemporary cities, increasing the need for novel ...
With society’s increasing participation in social media, scientists now have access to new sources o...
Crowdsourcing is the structured cooperation of a large number of individuals to accomplish a specifi...
Using social media data, such as Twitter and Instagram, I identify relevant information, develop dat...
In emergency management for mass gatherings, the knowledge about crowd types can highly assist with ...
At first glance, social-media data look like the antithesis of survey data - never to be used in the...
Popular events are well reflected on social media, where people share their feelings and discuss the...
This article belongs to the Special Issue Innovative Technologies and Services for Smart Cities.Evid...
Human mobility behavior emerging in social events involving huge masses of individuals bears potenti...
In public places, crowd size may be an indicator of congestion, delay, instability, or of abnormal e...