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What Role Visualization Can Play in Urban Computing: A Survey on Urban Visual Analytics
PhD Qualifying Examination
Title: "What Role Visualization Can Play in Urban Computing: A Survey on
Urban Visual Analytics"
by
Mr. Wenchao WU
Abstract:
Without doubt, we are in the midst of a data explosion. A variety of data
in urban environments has been generated and collected, providing
opportunities for a better and smarter city through urban computing.
However, due to the heterogeneity, high complexity and large volumes of
these data, exploring and analyzing them is not an easy task, which often
requires integrating human perception in the data exploration process,
triggering a broad use of visualization.
In this survey, we discuss what role visualization can play in urban
computing. We first introduce the concept of urban computing and describe
frequently used data types and representative applications for four
popular urban computing scenarios (i.e. urban planning, transportation,
environment and energy). Then we propose a framework for urban visual
analytics which combines the key features of urban computing and
visualization based on the review of the general frameworks of urban
computing, visualization and visual analytics. Next, we review some most
recent visual designs as well as interaction techniques applied to the
analysis and exploration of urban data. Furthermore, we identify three
major issues (i.e. model selection, process control and result evaluation)
that automated data mining approaches are facing, and discuss how
visualization can help tackle these issues by the hybrid of visualization
and automated approaches. Finally, after discussing some general
challenges for urban visual analytics, we conclude the survey with some
future research directions.
Date: Wednesday, 15 October 2014
Time: 2:00pm - 4:00pm
Venue: Room 5563
Lifts 27/28
Committee Members: Prof. Lionel Ni (Supervisor)
Dr. Huamin Qu (Chairperson)
Dr. Qiong Luo
Prof. Chiew-Lan Tai
**** ALL are Welcome ****