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Impact of Indoor Location Information Reliability on Users’ Trust of an Indoor Positioning System

机译:室内位置信息可靠性对用户对室内定位系统信任的影响

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摘要

Indoor positioning systems have been used as a supplement to provide positioning in settings where GPS does not function. However, the accuracy of calculated results varies among techniques and algorithms used; system performance also differs across testing environments. As a result, users’ responses to and opinions of these positioning results could be different. Furthermore, user trust, most closely associated with their confidence in the system, will also vary. A relatively little studied topic is the effect of positioning variance on a user’s opinion or trust of such systems (GPS as well, for that matter). Therefore, understanding how user interaction with such systems (through trust) changes is important for achieving more usable positioning system design. An experiment was designed to examine if the sequence of location accuracy will affect users’ trust in an individual episode positioning result as well as the system overall. The simulated positioning system running on an iPad used for this experiment provides 10 priming positioning results at a specific category of accuracy. The accuracy is controlled and is presented as either 1. ACCURATE (within 5 meters of actual location), 2. INACCURATE (greater 15 meters), 0r 3. WRONG BUILDING (outside current building’s footprint). After one set of these priming locations a series of 55 post-priming locations across the same categories in addition to 10 CONTINUOUS locations (with between 6 and 15 meters of error) were presented. At each experimental site participants located themselves using the simulated system and rated their trust for that location. Variables obtained from the experiment include: 1. Two types of trust at each location (positioning trust and system trust); 2. Spatial abilities, sense of direction, and ancillary survey data (user characteristics). Results show that users’ trust varies among different accuracy categories and changes over time according to the system performance in association with their own characteristics. Specifically, the accuracy of the priming locations has an impact on users’ trust of later results. Besides, users’ trust in individual positioning results is quite variable and the variability is closely related to accuracy, while user trust of the overall system is less variable.
机译:室内定位系统已被用作补充,以在GPS无法正常工作的环境中提供定位。但是,计算结果的准确性随所使用的技术和算法的不同而不同。系统性能在测试环境中也有所不同。结果,用户对这些定位结果的反应和看法可能会有所不同。此外,与他们对系统的信心最密切相关的用户信任度也将发生变化。相对较少的研究主题是定位差异对用户对此类系统(也就是GPS)的意见或信任的影响。因此,了解用户与此类系统的交互(通过信任)如何变化对于实现更有用的定位系统设计很重要。设计了一个实验,以检查位置准确性的顺序是否会影响用户对单个情节定位结果以及整个系统的信任。在用于此实验的iPad上运行的模拟定位系统以特定的精度类别提供了10个灌注定位结果。精确度受到控制,并显示为1.准确(在实际位置5米以内),2。不准确(大于15米),0r 3.错误的建筑物(当前建筑物的占地面积之外)。在一组这些灌注位置之后,除了10个连续位置(误差在6至15米之间)外,还提供了同一类别中的55个后灌注位置系列。在每个实验地点,参与者使用模拟系统进行定位,并评估他们对该位置的信任度。从实验中获得的变量包括:1.每个位置的两种类型的信任(定位信任和系统信任); 2.空间能力,方向感和辅助调查数据(用户特征)。结果表明,用户的信任度在不同的准确度类别中有所不同,并且会根据系统性能及其自身特征随时间而变化。具体而言,灌注位置的准确性会影响用户对以后结果的信任。此外,用户对各个定位结果的信任度变化很大,而可变性与准确性密切相关,而整个系统的用户信任度变化较小。

著录项

  • 作者

    Wei, Ting;

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  • 年度 2012
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  • 原文格式 PDF
  • 正文语种 eng
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