FlowSampler: Visual Analysis of Urban Flows in Geolocated Social Media Data

نویسندگان

  • Alvin Chua
  • Ernesto Marcheggiani
  • Loris Servillo
  • Andrew Vande Moere
چکیده

Analysis of flows such as human movement can help spatial planners better understand territorial patterns in urban environments. In this paper, we describe FlowSampler, an interactive visual interface designed for spatial planners to gather, extract and analyse human flows in geolocated social media data. Our system adopts a graph-based approach to infer movement pathways from spatial point type data and expresses the resulting information through multiple linked multiple visualisations to support data exploration. We describe two use cases to demonstrate the functionality of our system and characterise how spatial planners utilise it to address analytical task.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Sensing Urban Land Use with Twitter Activity

Individuals generate vast amounts of geolocalized content through the use of mobile social media applications. In this context, Twitter has become an important sensor of the interactions between individuals and their environment. Building on this idea, the authors propose the use of geolocated tweets as a complementary source of information for urban planning applications, focusing on the chara...

متن کامل

Crowdsourcing Land Use Maps via Twitter

Individuals generate vast amounts of geolocated content through the use of mobile social media applications. In this context, Twitter has become an important sensor of the interactions between individuals and their environment. Building on this idea, this paper proposes the use of geolocated tweets as a complementary source of information for urban planning applications, focusing on the charact...

متن کامل

Spectral clustering for sensing urban land use using Twitter activity

Individuals generate vast amounts of geolocated content through the use of mobile social media applications. In this context, Twitter has become an important sensor of the interactions between individuals and their environment. Building on this idea, this paper proposes the use of geolocated tweets as a complementary source of information for urban planning applications, focusing on the charact...

متن کامل

Using geolocated Twitter data to monitor the prevalence of healthy and unhealthy food references across the US

Mining the social media outlet Twitter for geolocated messages provides a rich database of information on people's thoughts and sentiments about myriad topics, like public health. Examining this spatial data has been particularly useful to researchers interested in monitoring and mapping disease outbreaks, like influenza. However, very little has been done to utilize this massive resource to ex...

متن کامل

Introduction to Digital Location Minitrack

The purpose of this minitrack is to comprehensively engage with research that investigates digital locational data. We call for papers that address the production, capture, and study of location information through both technical and theoretical perspectives. Research into the processes associated with data capture and analysis, including visualization techniques, is in high demand. This is in ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2014