A Recommendation Engine for a Smart Parking Ecosystem

被引:0
|
作者
Kontogiannis, Spyros [1 ,3 ]
Zacharatos, Nikos [2 ]
Zaroliagis, Christos [2 ,3 ]
机构
[1] Univ Ioannina, Dept Comp Sci Engn, Ioannina, Greece
[2] Univ Patras, Dept Comp Engn & Informat, Patras, Greece
[3] Comp Technol Inst & Press Diophantus, Patras, Greece
关键词
Recommendation systems; Parking; RESERVATION;
D O I
10.1007/978-3-031-23721-8_27
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Due to waste of time and unnecessary pollution when seeking for a parking space in urban areas, the lack of parking spaces has a serious social and environmental impact. To address this problem, we developed the SocialPARK ecosystem which engages a community of interacting citizens, parking vendors and municipalities. SocialPARK revolves around a crowdsourcing scheme that aggregates parking information, for free public spaces reported by commuters, and for commercial parking spaces offered by parking vendors, in a single integrated platform. SocialPARK offers a variety of services, including "Park-andRide" options, making the city centers more accessible with less pollution. Apart from commuters' participation, a central challenge is the involvement of as many parking vendors as possible, to offer a multitude of parking alternatives to the commuters. We present a business-oriented recommendation engine, developed as part of SocialPARK, to motivate parking vendors to participate in the envisioned open market of parking-related services. The engine is composed of two modules: the first module gathers usage information about the utilization of parking houses within a certain area; (ii) the second module exploits this information to exhibit statistical data and create targeted recommendations for parking houses, rendering their businesses more competitive and improving the services they offer.
引用
收藏
页码:311 / 322
页数:12
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