Articles liés à Risk and Safety in Car Rental: Predictive Approaches

Risk and Safety in Car Rental: Predictive Approaches - Couverture souple

Kolesnykov, Vitalii

 
9786630020748: Risk and Safety in Car Rental: Predictive Approaches

Synopsis

This monograph examines the specific risk profile of short-term vehicle rental, where the separation between the person controlling the vehicle and the entity bearing financial liability creates persistent information asymmetries. The work develops an integrated system for real-time behavioral risk assessment that addresses three key challenges: the cold-start problem in early-session scoring through Bayesian prior initialization from cross-operator behavioral history, the dimensional gap from omitted spatial-contextual features through a hierarchical spatial risk engine, and the evidentiary inadequacy of post-session records through device-anchored cryptographic audit generation. The monograph analyzes accident epidemiology, behavioral determinants of driving risk, graduated intervention design grounded in behavioral economics, privacy law and consent architecture for cross-operator data governance, and the economic implications of session-scored insurance products.

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