Various unknown circumstances may affect users’ travel behaviors between two locations on the road network, hence it is complicated to provide satisfactory personalized route recommendations. Popular navigation applications and services optimize routes based on either distance or time, disregarding drivers’ preferences when suggesting routes.
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