Deep time-series clustering: A review

A Alqahtani, M Ali, X ** Cilento: Using geotagged social media data to characterize tourist flows in southern Italy
A Chua, L Servillo, E Marcheggiani, AV Moere - Tourism Management, 2016 - Elsevier
New sources of geotagged information derived from social media like Twitter show great
promise for geographic research in tourism. This paper describes an approach to analyze …

Human dynamics in space and time: A brief history and a view forward

M Yuan - Transactions in GIS, 2018 - Wiley Online Library
This article highlights the key intellectual development in human dynamics research,
examines the modeling emphases in publications, and argues for research directions in …

Social media visual analytics

S Chen, L Lin, X Yuan - Computer Graphics Forum, 2017 - Wiley Online Library
With the development of social media (eg Twitter, Flickr, Foursquare, Sina Weibo, etc.), a
large number of people are now using them and post microblogs, messages and multi …

Clustering and classification for time series data in visual analytics: A survey

M Ali, A Alqahtani, MW Jones, X **e - IEEE Access, 2019 - ieeexplore.ieee.org
Visual analytics for time series data has received a considerable amount of attention.
Different approaches have been developed to understand the characteristics of the data and …

Identification of activity stop locations in GPS trajectories by density-based clustering method combined with support vector machines

L Gong, H Sato, T Yamamoto, T Miwa… - Journal of Modern …, 2015 - Springer
The identification of activity locations in continuous GPS trajectories is an essential
preliminary step in obtaining person trip data and for activity-based transportation demand …

FixMyStreet Brussels: Socio-Demographic Inequality in Crowdsourced Civic Participation

B Pak, A Chua, A Vande Moere - Journal of Urban Technology, 2017 - Taylor & Francis
FixMyStreet (FMS) is a web-based civic participation platform that allows inhabitants to
report environmental defects like potholes and damaged pavements to the government. In …

Visualizing the relationship between human mobility and points of interest

W Zeng, CW Fu, SM Arisona… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
In transportation studies, one fundamental problem is to analyze the departures and arrivals
at locations in order to predict the travel demands for urban planning and traffic …

Using topological analysis to support event-guided exploration in urban data

H Doraiswamy, N Ferreira, T Damoulas… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
The explosion in the volume of data about urban environments has opened up opportunities
to inform both policy and administration and thereby help governments improve the lives of …

Scalable and privacy-respectful interactive discovery of place semantics from human mobility traces

N Andrienko, G Andrienko, G Fuchs… - Information …, 2016 - journals.sagepub.com
Mobility diaries of a large number of people are needed for assessing transportation
infrastructure and spatial development planning. Acquisition of personal mobility diaries …