Song Gao
Song Gao
Assistant Professor of Geographic Information Science, University of Wisconsin-Madison
Verified email at - Homepage
Cited by
Cited by
Social sensing: A new approach to understanding our socioeconomic environments
Y Liu, X Liu, S Gao, L Gong, C Kang, Y Zhi, G Chi, L Shi
Annals of the Association of American Geographers 105 (3), 512-530, 2015
Urban land uses and traffic ‘source-sink areas’: Evidence from GPS-enabled taxi data in Shanghai
Y Liu, F Wang, Y Xiao, S Gao
Landscape and Urban Planning 106 (1), 73-87, 2012
Understanding intra-urban trip patterns from taxi trajectory data
Y Liu, C Kang, S Gao, Y Xiao, Y Tian
Journal of Geographical Systems 14 (4), 463-483, 2012
Extracting and understanding urban areas of interest using geotagged photos
Y Hu, S Gao, K Janowicz, B Yu, W Li, S Prasad
Computers, Environment and Urban Systems 54, 240-254, 2015
Discovering Spatial Interaction Communities from Mobile Phone Data
S Gao, Y Liu, Y Wang, X Ma
Transactions in GIS 17 (3), 463-481, 2013
Extracting urban functional regions from points of interest and human activities on location‐based social networks
S Gao, K Janowicz, H Couclelis
Transactions in GIS 21 (3), 446-467, 2017
Mapping county-level mobility pattern changes in the United States in response to COVID-19
S Gao, J Rao, Y Kang, Y Liang, J Kruse
SIGSpatial Special 12 (1), 16-26, 2020
Understanding urban traffic-flow characteristics: a rethinking of betweenness centrality
S Gao, Y Wang, Y Gao, Y Liu
Environment and Planning B: Planning and design 40 (1), 135-153, 2013
Constructing gazetteers from volunteered big geo-data based on Hadoop
S Gao, L Li, W Li, K Janowicz, Y Zhang
Computers, Environment and Urban Systems 61, 172-186, 2017
Urban Air Pollution May Enhance COVID-19 Case-Fatality and Mortality Rates in the United States
D Liang, L Shi, J Zhao, P Liu, J Schwartz, S Gao, J Sarnat, Y Liu, S Ebelt, ...
The Innovation 1 (3), 100047, 2020
Analyzing and geo-visualizing individual human mobility patterns using mobile call records
C Kang, S Gao, X Lin, Y Xiao, Y Yuan, Y Liu, X Ma
2010 The 18th International Conference on Geoinformatics, 1-7, 2010
Spatio-temporal analytics for exploring human mobility patterns and urban dynamics in the mobile age
S Gao
Spatial Cognition & Computation 15 (2), 86-114, 2015
Association of mobile phone location data indications of travel and stay-at-home mandates with COVID-19 infection rates in the US
S Gao, J Rao, Y Kang, Y Liang, J Kruse, D Dopfer, AK Sethi, JFM Reyes, ...
JAMA Network Open 3 (9), e2020485-e2020485, 2020
A data-synthesis-driven method for detecting and extracting vague cognitive regions
S Gao, K Janowicz, DR Montello, Y Hu, J Yang, G McKenzie, Y Ju, ...
International Journal of Geographical Information Science, 2017
POI pulse: A multi-granular, semantic signature–based information observatory for the interactive visualization of big geosocial data
G McKenzie, K Janowicz, S Gao, JA Yang, Y Hu
Cartographica: The International Journal for Geographic Information and …, 2015
From ITDL to Place2Vec: Reasoning about place type similarity and relatedness by learning embeddings from augmented spatial contexts
B Yan, K Janowicz, G Mai, S Gao
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances …, 2017
How where is when? On the regional variability and resolution of geosocial temporal signatures for points of interest
G McKenzie, K Janowicz, S Gao, L Gong
Computers, Environment and Urban Systems 54, 336-346, 2015
GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond
K Janowicz, S Gao, G McKenzie, Y Hu, B Bhaduri
International Journal of Geographical Information Science 34 (4), 625-636, 2020
Can Twitter data be used to validate travel demand models
JH Lee, S Gao, KG Goulias
IATBR 2015-The 14th international conference on travel behavior research …, 2015
A Review of Human Mobility Research Based on Location Aware Devices
YW Yu Liu, Yu Xiao, Song Gao, Chaogui Kang
Geography and Geo-Information Science 27 (4), 8-13, 2011
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