UPTM-LLM: Large language models-powered urban pedestrian travel modes recognition for intelligent transportation system
Yan Li, Yang Zhan, Maohan Liang, Yu Zhang, Jinhao Liang
Topics & Concepts
Computer sciencePedestrianTrajectorySemantics (computer science)Traffic congestionGlobal Positioning SystemKey (lock)Context (archaeology)Intelligent transportation systemDeep learningData miningArtificial intelligenceStreet networkEmbeddingKinematicsMachine learningUrban planningUrban computingPath (computing)Big dataData modelingTransport engineeringFloating car dataFeature (linguistics)Mode (computer interface)Smart cityAnalyticsObstacleTransportation planningCluster analysisContext awarenessAdvanced Traffic Management SystemTraffic Prediction and Management TechniquesHuman Mobility and Location-Based AnalysisVehicle License Plate Recognition