A Vehicle Telematics Service for Driving Style Detection: Implementation and Privacy Challenges

C. Kaiser, A. Stocker, A. Festl, Marija Djokic-Petrovic, Efi Papatheocharous, Anders Wallberg, Gonzalo Ezquerro, J. Orbe, Tom Szilagyi, M. Fellmann
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引用次数: 3

Abstract

Connected mobility is not only a future market, but also holds great innovation potential. The analysis of vehicle telematics data in the cloud enables novel data-driven services for several stakeholders, e.g. a mobile application for the driver to obtain his driving style. This inevitably leads to privacy concerns and the question why and when are users willing to share driving telematic data, which we addressed in an empirical study. The paper presents an implementation of a data-driven service based on vehicle telematics data and discusses how privacy issues can be tackled. For the data-driven service, the most interesting steps along the vehicle data value chain are described in detail, firstly (i) vehicle telematics data collection, secondly, (ii) the wireless data transfer to a cloud platform, and thirdly, (iii) pre-processing and data analysis to evaluate the drivers’ driving style and analyse the driving risk. Finally, (iv) a smartphone application for drivers presents driving style and driving risk data on the smartphone in an interactive way, so that the driver can work on improving both, which has a positive effect on driving and road safety.
用于驾驶风格检测的车辆远程信息处理服务:实现和隐私挑战
互联出行不仅是一个未来市场,而且具有巨大的创新潜力。对云中的车辆远程信息处理数据的分析可以为几个利益相关者提供新颖的数据驱动服务,例如,驾驶员可以通过移动应用程序获取他的驾驶风格。这不可避免地会导致隐私问题,以及用户为什么以及何时愿意分享驾驶远程信息处理数据的问题,我们在实证研究中解决了这个问题。本文提出了一种基于车载信息处理数据的数据驱动服务的实现,并讨论了如何解决隐私问题。对于数据驱动服务,详细描述了车辆数据价值链上最有趣的步骤,首先(i)车辆远程信息处理数据收集,其次(ii)无线数据传输到云平台,第三(iii)预处理和数据分析,以评估驾驶员的驾驶风格并分析驾驶风险。最后,(iv)针对驾驶员的智能手机应用程序以交互的方式将驾驶风格和驾驶风险数据呈现在智能手机上,驾驶员可以在这两个方面进行改进,这对驾驶和道路安全都有积极的影响。
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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