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A systematic review for smart city data analytics
Smart cities (SCs) are becoming highly sophisticated ecosystems at which innovative
solutions and smart services are being deployed. These ecosystems consider SCs as data …
solutions and smart services are being deployed. These ecosystems consider SCs as data …
Location prediction on trajectory data: A review
R Wu, G Luo, J Shao, L Tian… - Big data mining and …, 2018 - ieeexplore.ieee.org
Location prediction is the key technique in many location based services including route
navigation, dining location recommendations, and traffic planning and control, to mention a …
navigation, dining location recommendations, and traffic planning and control, to mention a …
crowddeliver: Planning City-Wide Package Delivery Paths Leveraging the Crowd of Taxis
Despite the great demand on and attempts at package express ship** services, online
retailers have not yet had a practical solution to make such services profitable. In this paper …
retailers have not yet had a practical solution to make such services profitable. In this paper …
Using the Crowd of Taxis to Last Mile Delivery in E-Commerce: a methodological research
Crowdsourcing is gathering increased attention in freight transport areas, mainly applied in
internet-based services to city logistics. However, scientific research, especially …
internet-based services to city logistics. However, scientific research, especially …
User profiling from their use of smartphone applications: A survey
The number and popularity of smartphone applications is rising dramatically. Users install
and use applications depending on their needs and interests. Applications on smartphones …
and use applications depending on their needs and interests. Applications on smartphones …
TaxiRec: Recommending road clusters to taxi drivers using ranking-based extreme learning machines
Utilizing large-scale GPS data to improve taxi services becomes a popular research problem
in the areas of data mining, intelligent transportation, and the Internet of Things. In this …
in the areas of data mining, intelligent transportation, and the Internet of Things. In this …
An effective taxi recommender system based on a spatio-temporal factor analysis model
The taxi fleet management systems based on GPS have become an important tool for taxi
businesses. Such systems can be used not only for fleet management, but also to provide …
businesses. Such systems can be used not only for fleet management, but also to provide …
Location optimization for urban taxi stands based on taxi GPS trajectory big data
Z Qu, X Wang, X Song, Z Pan, H Li - Ieee Access, 2019 - ieeexplore.ieee.org
A taxi stand can effectively regulate the behavior of taxi picking up passengers, reduce
empty-run rate, and provide a convenient and orderly waiting environment for the public …
empty-run rate, and provide a convenient and orderly waiting environment for the public …
Optimal multi-taxi dispatch for mobile taxi-hailing systems
G Gao, M **ao, Z Zhao - 2016 45th International Conference on …, 2016 - ieeexplore.ieee.org
Traditional taxi-hailing systems through wireless networks in metropolitan areas allow taxis
to compete for passengers chaotically and accidentally, which generally result in …
to compete for passengers chaotically and accidentally, which generally result in …
A spatio-temporal schedule-based neural network for urban taxi waiting time prediction
L You, Z Guan, N Li, J Zhang, H Cui… - … International Journal of …, 2021 - mdpi.com
Taxi waiting times is an important criterion for taxi passengers to choose appropriate pick-up
locations in urban environments. How to predict the taxi waiting time accurately at a certain …
locations in urban environments. How to predict the taxi waiting time accurately at a certain …