Collaborative personalized multi‐criteria wayfinding for wheelchair users in outdoors

Collaborative personalized multi‐criteria wayfinding for wheelchair users in outdoors
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为户外轮椅使用者提供协作式个性化多标准寻路

DOI:
10.1111/tgis.12230
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发表时间:
2017
影响因子:
2.4
通讯作者:
H. Karimi
H. Karimi
中科院分区:
地球科学3区
文献类型:
--
作者:
M. Hashemi;H. Karimi

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虽然为身体残疾的用户找到最佳路线,并为每个用户个性化的路线,一方面,和合作寻路,另一方面,已经解决了行人导航系统的文献中,还没有太多的研究结合这两个活动。与仅基于关于网络段和个人偏好的信息的寻路方法相关联的问题是,数据库中关于段的信息可能不正确和/或不充分地解决用户偏好。与仅基于轮椅使用者对路线的评分的寻路方法相关的问题是缺乏网络中所有可能的出发地-目的地对之间的所有可能路线的比率(或分数)。本文讨论了一种方法,联合收割机这两种方法的寻路,以弥补对方的缺点。为了评估个性化寻路方法,我们利用一个路线指数,称为比较指数。结果表明,在P值为9%的情况下,从我们的方法获得的路线比从另一项研究中开发的另一种方法获得的路线更容易访问。为了评估协作寻路方法,进行了蒙特卡罗模拟,该模拟反映了当用户的反馈可用时路线的更新。
While finding the optimal route for users with physical disabilities and personalizing routes for each user, on the one hand, and collaborative wayfinding, on the other hand, have been addressed in the pedestrian navigation systems literature, there has not been much research on combining the two activities. The problem associated with wayfinding approaches solely based on information about network segments and personal preferences is that the information about segments in the database may not, correctly and/or adequately address user preferences. The problem associated with wayfinding approaches solely based on the ratings given to routes by wheelchair users is the lack of rates (or scores) for all possible routes between all possible origin‐destination pairs in the network. This article discusses an approach to combine these two approaches for wayfinding to augment each other's shortcomings. To evaluate the personalized wayfinding approach, we utilize a route index, called a comparison index. The results show that with a P‐value of 9%, the routes obtained from our approach are more accessible than the routes obtained from another approach developed in another study. To evaluate the collaborative wayfinding approach, a Monte Carlo simulation was conducted which reflects the updates in routes as users' feedbacks become available.
DOI: 10.1016/s0277-9536(01)00269-6
发表时间: 2002-10-01
影响因子: 5.4
作者:
Meyers, AR;Anderson, JJ;Hoenig, H
通讯作者: Hoenig, H
DOI: 10.1016/j.trc.2013.10.005
发表时间: 2014-08-01
影响因子: 8.3
作者:
Ferrari, Liura;Berlingerio, Michele;Reades, Jon
通讯作者: Reades, Jon