Harnessing heterogeneous social data to explore, monitor, and visualize urban dynamics

Harnessing heterogeneous social data to explore, monitor, and visualize urban dynamics

Psyllidis, A.
Bozzon, A.
Bocconi, S.
Titos Bolivar, C.

Architecture and The Built Environment

Architectural Engineering and Technology

2015-12-31

Understanding the complexity of urban dynamics requires the combination of information from multiple city data sources. Besides traditional urban data, geo-localized social media provide human-generated content, which may reflect in (near) real time the activities people undertake in cities. The challenge is to devise methods and tools that enable the integration and analysis of such heterogeneous sources of information. Motivated by this, we developed SocialGlass, a novel web-based application framework to explore, monitor, and visualize urban dynamics. By deploying our platform in three real-world use cases, the paper elaborates on the benefits and limitations of integrating social media with related city datasets. It further shows how the inherent spatiotemporal, demographic, and contextual diversities of social data influence the interpretations of (dynamic) urban phenomena.

http://resolver.tudelft.nl/uuid:b21d8a83-464f-4818-999b-b821802fa583

MIT

978-0-692-47434-1

Planning Support Systems and Smart Cities: Proceedings of the 14th international conference on computers in urban planning and urban management (CUPUM), CUPUM 2015 conference Cambridge (USA), July 7-10, 2015, , 1-22. (2015)

Institutional Repository

conference paper

(c) 2015 The Authors and MIT