Concepedia

Integrating GPS trajectory and topics from Twitter stream for human mobility estimation

Satoshi Miyazawa, Xuan Song, Tianqi Xia, Ryosuke Shibasaki, Hodaka Kaneda

Frontiers of Computer Science · 2018 · 17 citations · 37 references

Concepts

ComputingGeoinformaticsGeographic Information ScienceGeographic Information SystemsTransportIntelligent Transportation SystemsMobile Geographic Information SystemsMobility Pattern AnalysisMobility PatternsSpatial MobilityTrajectory AnalysisHuman Mobility AnalysisHuman Mobility PatternsMobility Behavior ModelingMobility Data AnalysisMobility Data AnalyticsMobility PredictionMobility Tracking

References

37

Latent dirichlet allocation

David M. Blei, Andrew Y. Ng, Michael I. Jordan · Journal of Machine Learning Research · 2003 · 27K citations

Computing, Computer Science, Computational Linguistics +6

Urban Computing

Yu Zheng, Licia Capra, Ouri Wolfson et al. · ACM Transactions on Intelligent Systems and Technology · 2014 · 1.3K citations

Social Sciences, Urban Planning, Built Environment +16

Online Learning for Latent Dirichlet Allocation

Matthew D. Hoffman, Francis Bach, David M. Blei · 2010 · 1.3K citations

Computing, Computer Science, Data Science +16

Discovering regions of different functions in a city using human mobility and POIs

Jing Yuan, Yu Zheng, Xing Xie · 2012 · 1.1K citations

Social Sciences, Geography, Urban Planning +16

Geo-located Twitter as proxy for global mobility patterns

Bartosz Hawelka, Izabela Sitko, Euro Beinat et al. · Cartography and Geographic Information Science · 2014 · 684 citations · Full text

Social Sciences, Geography, Human Geography +17