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1. 发明申请

US20150032424A1 FAMILIARITY MODELING 有权
标题翻译：家族建模
公开(公告)号：US20150032424A1
公开(公告)日：2015-01-29
申请号：US13951015
申请日：2013-07-25
申请人： Rakesh Gupta , Igor V. Karpov , Antoine Raux , Deepak Ramachandran
发明人： Rakesh Gupta , Igor V. Karpov , Antoine Raux , Deepak Ramachandran
IPC分类号： G06F17/50 , G06N7/00
CPC分类号： G01C21/00 , G01C21/3484 , G01C21/3641 , G06N99/005
摘要： One or more embodiments of techniques or systems for modeling familiarity for a traveler are provided herein. Familiarity evidence can be received, indicative of how familiar a traveler is with an area or road segment, and based on a number of visits the traveler has made to that area. The familiarity evidence can be used to generate one or more familiarity models indicative of a predicted familiarity of locations around the area. Familiarity models can be based on kernels, graph distances, Markov random fields (MRFs), etc. When route directions are generated from an origin location to a destination location, one or more of the directions can be provided based on one or more of the familiarity models. For example, if a familiarity model indicates that a traveler is familiar with a route, driving directions of the route can be adapted to be more succinct.
摘要翻译：本文提供了用于建模旅客的熟悉度的技术或系统的一个或多个实施例。可以接收到熟悉的证据，指示旅行者在区域或路段中的熟悉程度，以及旅客对该地区的访问次数。熟悉证据可用于产生一个或多个熟悉模型，表明该地区周边地区的熟悉程度。熟悉度模型可以基于内核，图形距离，马尔可夫随机场（MRFs）等。当从原点位置到目标位置生成路线方向时，可以基于一个或多个方向来提供一个或多个方向熟悉模式。例如，如果熟悉模式表明旅行者熟悉路线，路线的驾驶方向可以更加简洁。

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