Automatic Analysis of Geotagged Photos for Intelligent Tourist Services

M. Mamei, A. Rosi, F. Zambonelli
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引用次数: 46

Abstract

Web communities are making available an increasing volume of free, fresh, detailed and powerful information about living people. Among them, the Flickr photo-sharing service offers to researchers a database of several millions of geotagged pictures from users all around the world. Working on that opens the door to the study of meaningful mobility data, where title and description of a geotagged picture represent a mine from which extract labels to detect places and events, and useful information about user trends, behaviors and tastes. Our approach goes in the direction of developing an intelligence and unattended system able to extract and take advantage of up-to-date and spontaneous information embedded with pictures, making cities intelligent and able to reach user expectations. Such system, learning from past touristic user experiences, could make customized recommendations on “where to go”, and “what to see”, to people going to visit touristic places for the first time.
面向智能旅游服务的地理标记照片自动分析
网络社区正在提供越来越多的免费的、新鲜的、详细的和强有力的关于活着的人的信息。其中,Flickr照片分享服务为研究人员提供了一个数据库,其中包含来自世界各地用户的数百万张带有地理标记的照片。这为研究有意义的移动数据打开了一扇大门,在这里,带有地理标签的图片的标题和描述代表了一个矿井,从中提取标签来检测地点和事件,以及有关用户趋势、行为和品味的有用信息。我们的方法是开发一个智能和无人值守的系统,能够提取和利用嵌入图片的最新和自发的信息,使城市智能化并能够达到用户的期望。该系统可以借鉴以往的旅游用户体验,为第一次去旅游景点的人提供“去哪里”、“看什么”的定制化推荐。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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