Mobility data captures the locations of moving objects such as humans, animals, and cars.
With the availability of GPS-equipped mobile devices and other inexpensive location …

Computing the shortest path in a road network is a fundamental problem that has attracted
lots of attention. However, in many real-world scenarios, determining solely the shortest path …

Many modern navigation systems and map-based services do not only provide the fastest
route from a source location to a target location but also provide a few alternative routes to …

Urban traffic congestion is a pressing issue, demanding effective and cost-efficient solutions.
This paper develops the Traffic Weighted Multi-Maps (TWM) method to solve the Traffic …

Traffic assignment (TA) is crucial in optimizing transportation systems and consists in
efficiently assigning routes to a collection of trips. Existing TA algorithms often do not …

Navigation has become an indispensable technology, especially when exploring unfamiliar
environments. However, the existing shortest route-based navigation systems only focus on …

Trip itinerary recommendation finds an ordered sequence of Points-of-Interest (POIs) from a
large number of candidate POIs in a city. In this paper, we propose a deep learning-based …

The availability of GPS sensors in vehicles has enabled the collection of trajectory data that
can be utilized to improve the quality of location-based services. However, mostly due to …

The effectiveness of user-oriented traffic routing applications to mitigate traffic congestion in
Intelligent Transportation Systems depends on their degree of adoption, which usually …

Routing algorithms typically suggest the fastest path or slight variation to reach a user's
desired destination. Although this suggestion at the individual level is undoubtedly …