Surveying Older Adults About a Recommender System for a Digital Library

Adam Maus, A. Atwood
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引用次数: 1

Abstract

We present results from a survey of adults, 63 and older, about the potential implementation of a recommender system within a digital library of health-related content. We studied how these older adults perceive the idea of a recommender system and different aspects of its design. We presented four different types of recommender systems in the survey and our results indicate that this group would prefer a system based on explicit feedback in the form of ratings that measure the helpfulness of content. Reinforcing previous research, we learned this group is interested in a system that explains why it recommended content and they do not want to spend much time creating a profile of interests to warm the system. We discuss where we would use this recommender system, how we designed the survey for our audience, and plans for future studies on this subject.
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调查老年人对数字图书馆推荐系统的看法
我们提出了一项针对63岁及以上成年人的调查结果,该调查是关于在健康相关内容的数字图书馆中实施推荐系统的可能性。我们研究了这些老年人如何看待推荐系统的概念及其设计的不同方面。我们在调查中提出了四种不同类型的推荐系统,我们的结果表明,这个群体更喜欢基于评级形式的明确反馈的系统,以衡量内容的有用性。加强之前的研究,我们了解到这个群体对一个解释为什么它推荐内容的系统感兴趣,他们不想花太多时间创建一个兴趣档案来加热系统。我们讨论了我们将在哪里使用这个推荐系统,我们如何为我们的受众设计调查,以及关于这个主题的未来研究计划。
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