In an era of GPS traces

Mohamed H. Ali
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Abstract

In an era of a proliferation of GPS devices, family members can track each other as they are moving around on a minute to minute basis. In an era of a proliferation of communication technologies, the whole world is becoming a big family. Would the world's big family track its own members? In an era where cell phones, cars, cameras, portable devices and probably key chains and pencils may have GPS devices; are we going to develop location-intelligent software that reasons about the collected GPS traces? This talk discusses the utilization of GPS traces at various scales starting from logging a "single" person's own GPS trace and up to collecting huge amounts of GPS traces from a "crowd" of objects. This talk elaborates on how software can reason about GPS traces starting from applications that we use on a daily basis, e.g., email clients and calendars, and up to complex systems for data analysis and response. This talk oscillates between the pros and cons of collecting GPS traces, exploits the associated opportunities and highlights the inevitable risks. Finally, this talk addresses the industrial interest and the research trend in collecting, handling, processing and enriching GPS traces.
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在GPS追踪的时代
在一个GPS设备普及的时代,家庭成员可以在每分钟的基础上追踪彼此的移动。在通信技术飞速发展的时代,整个世界正在成为一个大家庭。这个世界大家庭会追踪自己的成员吗?在一个手机、汽车、相机、便携式设备,可能还有钥匙链和铅笔都有GPS设备的时代;我们要开发定位智能软件来分析收集到的GPS轨迹吗?本次演讲讨论了GPS跟踪在各种尺度上的应用,从记录“单个”人自己的GPS跟踪到从“人群”中收集大量的GPS跟踪。这次演讲详细阐述了软件如何从我们日常使用的应用程序(例如,电子邮件客户端和日历)到复杂的数据分析和响应系统来推断GPS跟踪。这次演讲在收集GPS轨迹的利弊之间摇摆不定,利用了相关的机会,并强调了不可避免的风险。最后,讨论了GPS迹线的采集、处理、处理和富集的行业兴趣和研究趋势。
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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