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Consistent Modelling of Users, Devices and Sensors in a Ubiquitous Computing Environment

机译：普适计算环境中的用户，设备和传感器的一致建模

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摘要

This paper describes the use of an accretion-resolution user modelling representation to model people, places and objects. We explain the motivation for the key properties of the representation, especially those of particular importance for ubiquitous computing: firstly, for flexibility in interpreting the typically noisy and potentially conflicting evidence about users' locations; secondly, to support users in scrutinising their user model, the processes that determine its contents and the way that it is used in the ubiquitous computing environment. A novel and important aspect of this work is our extension of the representation beyond modelling just users, using it also to represent the other elements such as devices, sensors, rooms and buildings. We illustrate our approach in terms of models we have been building for a system which enables users to gain personalised information about the sensors and services in a ubiquitous computing environment. We report experiments on the scalability and the management of inconsistency in modelling of location, based on accretion-resolution.
机译：本文介绍了使用增生分辨率用户建模表示法对人员，地点和对象进行建模的方法。我们解释了表示的关键属性的动机，特别是对于普适计算特别重要的属性：首先，是为了灵活地解释有关用户位置的典型嘈杂和潜在冲突的证据；其次，为了支持用户检查其用户模型，确定其内容的过程以及在普适计算环境中使用该模型的方式。这项工作的一个新颖而重要的方面是，我们扩展了表示形式，不仅对用户建模，还使用它来表示其他元素，例如设备，传感器，房间和建筑物。我们根据我们为系统建立的模型来说明我们的方法，该系统使用户能够在普适计算环境中获取有关传感器和服务的个性化信息。我们报告基于可累积性分辨率的位置建模中的可伸缩性和不一致管理的实验。

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