Engineering and TechnologyTransportation Research Part C: Emerging Technologies
From biases to opportunities: leveraging Location-Based-Service (LBS) data for next-generation transportation planning
C. Chen, R. Wang, et al.
Location-Based-Service (LBS) data can transform transportation planning but is hampered by generation opacity, instability, sparsity, and representation bias. This research was conducted by Cynthia Chen, Ryan Wang, Prateek Bansal, Lyra Chen, Ekin Ugurel, Yuteng Zhang, and Xinhua Wu and outlines data quality issues, four methodological advances, and calls for benchmarks and privacy-aware standards.
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