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Envisioning the Future of Personalization Through Personal Informatics: A User Study

机译：通过个人信息学展望个性化的未来：一项用户研究

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摘要

In recent years, User Modeling (UM) scenery is changing. With the recent advancements in wearable and mobile technologies, the amount and type of data that can be gathered about users and employed to build User Models is rapidly expanding. UM can now be enriched with data regarding different aspects of people's daily lives and is likely to deliver novel personalized services. All these changes bring forth new research questions about the kinds of services which could be improved, which of them would be the most useful, the ways of conveying effectively new forms of recommendations, and how users would perceive them. In this paper the authors tried to find answers to some of these questions by exploiting a novel personalized system to conduct a qualitative user study, with the aim to understand users' needs and expectations w.r.t. personalization enabled by the presence of wearable and mobile technologies.
机译：近年来，用户建模（UM）的情况正在发生变化。随着可穿戴和移动技术的最新发展，可以收集有关用户并用于构建用户模型的数据的数量和类型正在迅速扩大。如今，UM可以丰富有关人们日常生活各个方面的数据，并有可能提供新颖的个性化服务。所有这些变化带来了新的研究问题，涉及可以改进的服务类型，哪些服务将最有用，有效传达新形式建议的方式以及用户如何看待它们。在本文中，作者试图通过利用新颖的个性化系统进行定性用户研究来找到其中一些问题的答案，目的是了解用户的需求和期望。可穿戴和移动技术的出现使个性化成为可能。

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