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Urban human mobility data mining: An overview

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References

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2011The scaling of human mobility by taxis is exponential239 cited
2013Unraveling the origin of exponential law in intra-urban human mobility165 cited
2013Diversity of individual mobility patterns and emergence of aggregated scaling laws

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159 cited

Cited by

2019Systematic Review of the Literature on Big Data in the Transportation Domain: Concepts and Applications126 cited
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2022Zooming into mobility to understand cities: A review of mobility-driven urban studies58 cited
2018Extraction and monitoring approach of dynamic urban commercial area using check-in data from Weibo48 cited
2022Beyond The Limits of Predictability in Human Mobility Prediction: Context-Transition Predictability39 cited
2023Exploring intra-urban human mobility and daily activity patterns from the lens of dockless bike-sharing: A case study of Beijing, China29 cited
2021A Survey on Deep Learning for Human Mobility29 cited
2024Human mobility reshaped? Deciphering the impacts of the Covid-19 pandemic on activity patterns, spatial habits, and schedule habits28 cited
2020Visualization, Spatiotemporal Patterns, and Directional Analysis of Urban Activities Using Geolocation Data Extracted from LBSN26 cited
2024Urban park accessibility assessment using human mobility data: a systematic review25 cited
2020Activity knowledge discovery: Detecting collective and individual activities with digital footprints and open source geographic data24 cited
2021Sensing and Forecasting Crowd Distribution in Smart Cities: Potentials and Approaches23 cited
2021GCN2CDD: A Commercial District Discovery Framework via Embedding Space Clustering on Graph Convolution Networks22 cited
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2020Deep Learning for Human Mobility: a Survey on Data and Models.20 cited