旅游推荐系统:解决私家车的移动性,支持停车

Maritzol Tenemaza, Roger Laza, Jonathan Vargas, S. Luján-Mora
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引用次数: 0

摘要

目前,游客拥有所有的旅游设施,但他们面临着建立参观行程和路线的困难,原因是景点众多和大都市的复杂性,Gavalas[1]在笔者之前的作品中,已经发表了智能行程生成的算法。同样,对最终用户进行的调查也澄清了一些额外的要求,这些要求将作为今后的工作加以观察。其中之一是当游客从他所在的地方乘车移动时,需要寻找停车位。当你需要的时候。游客可以在城市里步行,也可以租一辆私家车,还有第三种选择,通过大都会-塔诺交通网络出行。但是,当用户租用车辆时,他们有一个问题,即在城市中是否容易找到停车位以及如何到达每个停车位,这对于游客本身来说是未知的,此外,寻找停车位会影响环境,因此由于额外使用燃料和浪费时间而影响游客。在本文档中,将介绍如何从用户所在的任何地方找到停车场,到达每个停车位的路线,识别停车场的信息,是否开放,是否有可用的空间。这个问题的解决方案是公共利益的,我们与其他研究人员的不同之处在于,我们包括了在附近停车场识别空车位的选项,这些信息是实时呈现的,研究是在特定的城市进行的。为了解决这个问题,将提出一个旅游推荐系统,该系统将包括对Facebook网络上发布的旅游图片的评论和反应的用户兴趣的初步研究,这将受到情感分析,以表征兴趣或不。一旦确定了用户的兴趣,为了丰富行程,在用户所在的地理区域内,提供经其他用户评价的该城市中具有旅游价值的最佳poi。路线和行程将在二维地图上展示,您可以选择步行或乘车路线。此外,如果用户决定在任何地方停车,他们将可以选择识别停车位以及如何到达停车位。最后,将与最终用户进行实验,以衡量提案的易用性和实用性。在今后的工作中,还将增加实时预约停车的功能。另一份相关的工作是在特定城市的大都会交通系统中进行交通运输。[1]加瓦拉斯,D., Kasapakis, V., Konstantopoulos, C., Pantziou, G., Vathis, N.,和Zaroliagis, C.(2015)。eCOMPASS多模式旅游旅游计划。专家系统与应用,42(21),7303-7316。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tourist Recommendation Systems: solving mobility in a private vehicle with support for parking
At present, tourists have all the facilities to travel, but they face the difficulty of establishing the itineraries of visits and the routes to follow, the reason is the numerous attractions and the complexity of the Metropolitan cities, Gavalas [1] .In previous works by this author, algorithms for the generation of intelligent itineraries have been published. Likewise, surveys carried out with end users have clarified some additional requirements, which were observed as future work. One of them is the requirement to search for parking spaces when the tourist moves by vehicle from the place where he is located. and when you need it.The tourist can move in a city on foot, or can hire a private vehicle and a third option, move through the Metropoli-tano transit network. But, when a user hires a vehicle, they have the question of whether it will be easy to find parking spaces and how to get to each one of them in the city, which is unknown to tourists in itself, in addition to the fact that the search of parking affects the en-vironment, and therefore affects the tourist due to the additional use of fuel and wasted time.In this document, the solution to the problem of finding parking lots from any place where the user is, the routes to get to each one of them, identifying infor-mation about the parking lot, if it is open and if there are spaces available, will be presented. The solution to this problem is of public interest and we differ from other researchers in that we include the option of identifying empty spaces in nearby parking lots, this information is presented in real time, the study is carried out in a specific city.To solve the problem, a tourist recommendation system will be presented that will include a preliminary study of the interests of that user from comments and reactions on tourist images published on the Facebook network, which will be subjected to sentiment analysis, to characterize the interest or not.Once the user's interests are identified, and in order to enrich the itinerary, the best POIs with tourist value in the city, evaluated by other users, are offered in the geographical area where the user is located.The presentation of the routes and itineraries will be done on a two-dimensional map, you can choose routes on foot or by vehicle. In addition, if the user de-cides to stop anywhere, they will have the option to identify parking spaces and how to get to them.Finally, an experiment will be carried out with end users, to measure both the ease of use and the utility of the proposal. As future work, the option of park-ing reservations in real time will be included. Another job that is related is mo-bility through the Metropolitan transportation system in a specific city. [1]Gavalas, D., Kasapakis, V., Konstantopoulos, C., Pantziou, G., Vathis, N., & Zaroliagis, C. (2015). The eCOMPASS multi-modal tourist tour planner. Expert systems with Applica-tions, 42(21), 7303-7316.
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