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SmartAdP: Visual Analytics of Large-scale Taxi Trajectories for Selecting Billboard Locations

Dongyu Liu, Di Weng, Yuhong Li, Jie Bao, Yu Zheng, Huamin Qu, Yingcai Wu
2017 IEEE Transactions on Visualization and Computer Graphics  
In this study, we attempt to employ visual analytics that combines the state-of-the-art mining and visualization techniques to tackle this problem using large-scale GPS trajectory data.  ...  Our approach can be adapted for other location selection problems such as selecting locations of retail stores or restaurants using trajectory data.  ...  With these techniques, we develop a visual analytics system called Smart Advertising Placement (SmartAdP) to visualize and explore the heterogeneous urban data, such as taxi trajectory data, POI data,  ... 
doi:10.1109/tvcg.2016.2598432 pmid:27514046 fatcat:657pgwk6hbhcfeb6do6mfgjrcy

Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions

Gennady Andrienko, Natalia Andrienko, Wei Chen, Ross Maciejewski, Ye Zhao
2017 IEEE transactions on intelligent transportation systems (Print)  
However, the transportation domain is characterized by both complex data and complex problems, which calls for visual analytics approaches.  ...  In this paper, we describe recent developments in visual analytics that are related to the study of movement and transportation systems and discuss how visual analytics can enable and improve the intelligent  ...  We are also thankful to anonymous reviewers for constructive critiques and helpful suggestions.  ... 
doi:10.1109/tits.2017.2683539 fatcat:ie3er7ersncyhppoqejegejjfi

EpiMob: Interactive Visual Analytics of Citywide Human Mobility Restrictions for Epidemic Control [article]

Chuang Yang
2021 arXiv   pre-print
Thus, based on big human mobility data and city POI data, an interactive visual analytics system called Epidemic Mobility (EpiMob) was designed in this study.  ...  into the effects of different human mobility restriction policies for epidemic control, through measurements and comparisons.  ...  As representative applications of visual analytics on spatiotemporal data, SmartAdP [30] was a visual analytics system for selecting billboard locations with trajectory data; AirVis [16] and [37]  ... 
arXiv:2007.03180v3 fatcat:2q6bmugq4bbqthyajo4ysv7dra