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Keyword

human mobility data

Description: Data describing the movement patterns of people, used in fields such as public health, urban planning, wildlife management, and privacy research.
Wikidata ID: wiki/Q104093967
OpenAlex ID: keywords/human-mobility-data
Uncovering space-independent communities in spatial networks
2011 · Paul Expert, Tim S. Evans, et al. · Proceedings of the National Academy of Sciences · 350
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How Small Labels Create Big Improvements
2007 · Pan Hui, Jon Crowcroft · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · 282
The GLEaMviz computational tool, a publicly available software to explore realistic epidemic spreading scenarios at the global scale
2011 · Wouter Van den Broeck, Corrado Gioannini, et al. · BMC Infectious Diseases · 265
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Does block size matter? The impact of urban design on economic vitality for Chinese cities
2017 · Ying Long, CC Huang · Environment and Planning B Urban Analytics and City Science · 218
Human mobility data in the COVID-19 pandemic: characteristics, applications, and challenges
2021 · Tao Hu, Siqin Wang, et al. · International Journal of Digital Earth · 217
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Understanding urban mobility patterns with a probabilistic tensor factorization framework
2016 · Lijun Sun, Kay W. Axhausen · Transportation Research Part B Methodological · 175
Toward data-driven, dynamical complex systems approaches to disaster resilience
2022 · Takahiro Yabe, P. Suresh C. Rao, et al. · Proceedings of the National Academy of Sciences · 155
FCCF
2016 · Minh X. Hoang, Yu Zheng, et al. · ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL GIS) · 139
Examining COVID-19 Forecasting using Spatio-Temporal Graph Neural Networks
2020 · Kapoor, Amol, Ben, Xue, et al. · arXiv (Cornell University) · 136
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Station Site Optimization in Bike Sharing Systems
2015 · Jingyuan Liu, Qiao Li, et al. · Proceedings · 124
Using a partial differential equation with Google Mobility data to predict COVID-19 in Arizona
2020 · Haiyan Wang, Nao Yamamoto · Mathematical Biosciences & Engineering · 100
Content-Aware Collaborative Filtering for Location Recommendation Based on Human Mobility Data
2015 · Defu Lian, Yong Ge, et al. · Proceedings · 94
Mining large-scale human mobility data for long-term crime prediction
2018 · Cristina Kadar, Irena Pletikosa · EPJ Data Science · 87
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Applying human mobility and water consumption data for short-term water demand forecasting using classical and machine learning models
2020 · Kamil Smolak, Barbara Kasieczka, et al. · Urban Water Journal · 85
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Human mobility data and analysis for urban resilience: A systematic review
2022 · Masahiko Haraguchi, Akihiko Nishino, et al. · Environment and Planning B Urban Analytics and City Science · 80
Quantifying the economic impact of disasters on businesses using human mobility data: a Bayesian causal inference approach
2020 · Takahiro Yabe, Yunchang Zhang, et al. · EPJ Data Science · 67
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Generalized k-means-based clustering for temporal data under weighted and kernel time warp
2016 · Saeid Soheily-Khah, Ahlame Douzal-Chouakria, et al. · Pattern Recognition Letters · 67
Modelling of Bi-Directional Spatio-Temporal Dependence and Users’ Dynamic Preferences for Missing POI Check-In Identification
2019 · Dongbo Xi, Fuzhen Zhuang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 62
A Data Mining Approach to Assess Privacy Risk in Human Mobility Data
2017 · Roberto Pellungrini, Luca Pappalardo, et al. · ACM Transactions on Intelligent Systems and Technology · 60
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Multi-Graph Fusion Networks for Urban Region Embedding
2022 · Shangbin Wu, Xu Yan, et al. · International Joint Conference on Artificial Intelligence · 57
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Real Estate Ranking via Mixed Land-use Latent Models
2015 · Yanjie Fu, Guannan Liu, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 57
Risk mapping for COVID-19 outbreaks in Australia using mobility data
2021 · Cameron Zachreson, Lewis Mitchell, et al. · Journal of The Royal Society Interface · 53
SafePath: Differentially-private publishing of passenger trajectories in transportation systems
2018 · Khalil Al-Hussaeni, Benjamin C.M. Fung, et al. · Computer Networks · 53
Incorporating Human Movement Data to Improve Epidemiological Estimates for 2019-nCoV
2020 · Zhidong Cao, Qingpeng Zhang, et al. · medRxiv · 47
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Where Did You Go
2016 · Fei Wu, Zhenhui Li · 47
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Works count: 337
Citation count: 4,766
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