An Inverted Index-Based Buffered Search Algorithm for Mobile Navigation Services

Dongseop Kwon, Wonik Choi, Sangjun Lee
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Abstract

As mobile device technologies continue to evolve, they can execute various services which are traditionally executed on more powerful machines. Among these services, a representative example is a navigation service. Enabling such a mobile phone-based navigation service requires a technology of generating a buffered map which includes polygons, polylines and points within a specific distance along a route. This operation is called a buffered search operation which is a key component of navigation services for mobile devices which store no maps for navigation services in advance. Although traditional algorithms work well for other services such as GIS CAD and so on, they do not meet the efficiency requirements of a mobile phone- based navigation service. After revealing the strong performance shortcomings of the previous algorithm, we present a novel inverted index-based algorithm which is enabling mobile phone-based navigation services. The extensive experimental results demonstrate the significant performance improvement over the previous algorithm.
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基于倒排索引的移动导航服务缓冲搜索算法
随着移动设备技术的不断发展,它们可以执行传统上在更强大的机器上执行的各种服务。在这些服务中,一个代表性的例子是导航服务。启用这种基于移动电话的导航服务需要一种生成缓冲地图的技术,该地图包括沿路线特定距离内的多边形、折线和点。这个操作被称为缓冲搜索操作,它是移动设备导航服务的关键组成部分,移动设备不为导航服务预先存储地图。虽然传统的算法在GIS、CAD等其他服务中表现良好,但不能满足基于手机的导航服务的效率要求。在揭示了之前算法的强大性能缺陷之后,我们提出了一种新的基于倒排索引的算法,使基于手机的导航服务成为可能。大量的实验结果表明,与之前的算法相比,该算法的性能有了显著提高。
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