Probabilistic Path Queries on Road Networks

Abstract

Path queries such as “find the shortest path in travel time from my hotel to the airport” are heavily used in many applications of road networks. Currently, simple statistic aggregates such as the average travel time between two vertices are often used to answer path queries. However, such simple aggregates often cannot capture the uncertainty inherent in traffic.