ParkForU: A Dynamic Parking-Matching and Price-Regulator Crowdsourcing Algorithm for Mobile Applications

Ellen Mitsopoulou, V. Kalogeraki
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引用次数: 3

Abstract

Large metropolitan cities are getting busier and busier everyday. Overpopulation has caused parking related problems which in turn have severe external effects such as traffic congestion, air-pollution, social anxiety and inefficient resource distribution. To alleviate those effects infrastructure-based parking information systems have been proposed. However, they incur extreme costs due to extensive hardware installations. A promising alternative, that has shown great interest in recent years, is the use of crowdsourcing using mobile phones. In this work we propose a crowdsourcing system that aims to find the available and most suitable parking options for users in a smart city. We have developed ParkForU, a parking-matching and price-regulator algorithm. ParkForU, unlike existing approaches where a large unfiltered number of parking possibilities is given to the users, provides the best matched parking results while at the same time provides an effective way for dynamically re-adjusting the parking providers’ price. Through extensive simulations, we show how ParkForU performs and benefits both users and parking providers.
ParkForU:移动应用的动态停车匹配和价格调节众包算法
大城市每天都变得越来越繁忙。人口过剩引发了停车相关问题,进而产生了严重的外部影响,如交通拥堵、空气污染、社会焦虑和资源分配效率低下。为了减轻这些影响,人们提出了基于基础设施的停车信息系统。然而,由于大量的硬件安装,它们产生了极高的成本。另一种很有前途的选择是使用手机进行众包,近年来引起了人们的极大兴趣。在这项工作中,我们提出了一个众包系统,旨在为智慧城市的用户找到可用的和最合适的停车选择。我们开发了ParkForU,一个停车位匹配和价格调节算法。ParkForU不像现有的方法那样给用户提供大量未经过滤的停车可能性,而是在提供最佳匹配的停车结果的同时,为动态调整停车供应商的价格提供了一种有效的方法。通过广泛的模拟,我们展示了ParkForU的性能和对用户和停车提供商的好处。
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