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Collaborative route planning for generating personalized and context-sensitive routing recommendations

机译:协作式路由规划,用于生成个性化且上下文相关的路由建议

摘要

A route-planning system is described that leverages a database of observations about routes taken by drivers in a region to generate context and/or preference sensitive routes. Contextual information such as time of day and day of week, along with such findings as the observed velocities on different roads and the efficiency of trips is noted from the database of trips to inform a route generation component. The route-generation component considers velocities, contextual information, and other findings to compute preferred routes for people requesting directions from a first geographical point to a second geographical point. In one usage, properties of a driver's own prior routes are used to generate personalized routes, including routes between previously unobserved starting and ending locations. In another application, sets of observed routes of other drivers are used in a collaborative manner to generate recommended routes for a specific driver based on inferred preferences of the driver.
机译:描述了一种路线计划系统,其利用关于区域中的驾驶员所采取的路线的观察的数据库来生成上下文和/或偏好敏感的路线。从行程数据库中记录上下文信息(例如一天中的时间和一周中的一天)以及诸如在不同道路上观察到的速度和行程效率之类的发现,以告知路线生成组件。路线生成组件考虑速度,上下文信息和其他发现,以计算请求从第一地理点到第二地理点的路线的人们的首选路线。在一种用法中,驾驶员自己的先前路线的属性用于生成个性化路线,包括先前未观察到的起点和终点之间的路线。在另一应用中,以协作的方式使用其他驾驶员的观察路线集合,以基于驾驶员的推断偏好来生成针对特定驾驶员的推荐路线。

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