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A survey of traffic prediction: from spatio-temporal data to intelligent transportation
Intelligent transportation (eg, intelligent traffic light) makes our travel more convenient and
efficient. With the development of mobile Internet and position technologies, it is reasonable …
efficient. With the development of mobile Internet and position technologies, it is reasonable …
A survey of models and algorithms for optimizing shared mobility
The rise of research into shared mobility systems reflects emerging challenges, such as
rising traffic congestion, rising oil prices and rising environmental concern. The operations …
rising traffic congestion, rising oil prices and rising environmental concern. The operations …
Spatial crowdsourcing: a survey
Crowdsourcing is a computing paradigm where humans are actively involved in a
computing task, especially for tasks that are intrinsically easier for humans than for …
computing task, especially for tasks that are intrinsically easier for humans than for …
Real-time city-scale ridesharing via linear assignment problems
In this paper, we propose a novel, computational efficient, dynamic ridesharing algorithm.
The beneficial computational properties of the algorithm arise from casting the ridesharing …
The beneficial computational properties of the algorithm arise from casting the ridesharing …
A unified approach to route planning for shared mobility
There has been a dramatic growth of shared mobility applications such as ride-sharing, food
delivery and crowdsourced parcel delivery. Shared mobility refers to transportation services …
delivery and crowdsourced parcel delivery. Shared mobility refers to transportation services …
The sharing economy in computing: A systematic literature review
The sharing economy has quickly become a very prominent subject of research in the
broader computing literature and the in human--computer interaction (HCI) literature more …
broader computing literature and the in human--computer interaction (HCI) literature more …
Price-aware real-time ride-sharing at scale: an auction-based approach
Real-time ride-sharing, which enables on-the-fly matching between riders and drivers (even
en-route), is an important problem due to its environmental and societal benefits. With the …
en-route), is an important problem due to its environmental and societal benefits. With the …
{RStream}: Marrying relational algebra with streaming for efficient graph mining on a single machine
Graph mining is an important category of graph algorithms that aim to discover structural
patterns such as cliques and motifs in a graph. While a great deal of work has been done …
patterns such as cliques and motifs in a graph. While a great deal of work has been done …
Neural approximate dynamic programming for on-demand ride-pooling
On-demand ride-pooling (eg, UberPool, LyftLine, GrabShare) has recently become popular
because of its ability to lower costs for passengers while simultaneously increasing revenue …
because of its ability to lower costs for passengers while simultaneously increasing revenue …
Order dispatch in price-aware ridesharing
With the prevalence of car-hailing applications, ridesharing becomes more and more
popular because of its great potential in monetary saving and environmental protection …
popular because of its great potential in monetary saving and environmental protection …