Walking down a Different Path: Route Recommendation based on Visual and Facility based Diversity
Walking down a Different Path: Route Recommendation based on Visual and Facility based Diversity
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DOI：
10.1145/3184558.3186971
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发表时间：
2018-04
期刊：
影响因子：
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通讯作者：
Yihong Zhang;Panote Siriaraya;Yuanyuan Wang;Shoko Wakamiya;Yukiko Kawai;A. Jatowt
中科院分区：
文献类型：
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作者：
Yihong Zhang;Panote Siriaraya;Yuanyuan Wang;Shoko Wakamiya;Yukiko Kawai;A. Jatowt
对于在一座城市享受旅行的旅行者来说，一个重要的因素是沿线风景和设施的多样性。目前的导航系统可以提供两点之间的最短路线，以及风景或安全的路线。然而，在现有的研究中，多样性在很大程度上被忽视了。在本文中，我们提出了一个基于多样性的路由推荐系统。它使用从谷歌街景图像和FourSquare场馆等公开数据中提取的信息来衡量基于视觉的多样性和基于设施的多样性。正如我们将展示的，当前的原型系统能够为旧金山和京都的城市地区提供基于多样性的路线推荐。
For a traveler to enjoy a trip in a city, one important factor is the diversity of sceneries and facilities along the route. Current navigation systems can provide the shortest route between two points, as well as scenic or safe routes. However, diversity is largely ignored in existing works. In this paper, we present a system that provides diversity-based route recommendation. It measures visual-based diversity and facility-based diversity with information extracted from publicly available data such as Google Street View images and FourSquare venues. As we will show, the current prototype system is able to provide diversity-based route recommendation for city areas in San Fransisco and Kyoto.