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Place-aware content selection from dynamic web sources for public displays

机译:从动态Web资源中选择可感知位置的内容以供公共显示

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摘要

Public digital displays could greatly benefit fromthe ability to dynamically select from the Internet contentitems that would be strongly related with the place where eachdisplay is installed. Generically, this is similar to the type ofproblem addressed by recommender systems. However, theusage context of a public display raises specific challenges thatmay limit the applicability of existing recommender systems.In this paper, we explore the creation of a recommendersystem for public situated displays that is able to autonomouslyselect relevant content from Internet sources using keywordsas input. This type of recommender system should enablepublic displays to become devices for Internet informationdelivery in public spaces, while also making them moresituated in the social settings in which they are installed. Wehave created a recommender system based on these principlesand we have conducted two studies to evaluate the perceivedperformance of the system. The results have shown thatkeywords can be very effective in driving user-generatedcontent, but they often need to be complemented withcontextual information that disambiguates their semantics
机译:公共数字显示器可以极大地受益于从Internet内容项中进行动态选择的能力,这些内容将与每个显示器的安装位置密切相关。通常,这类似于推荐系统解决的问题类型。然而,公共显示器的使用环境提出了一些特定的挑战,可能会限制现有推荐系统的适用性。在本文中,我们探索了一种公共场所显示器的推荐系统的创建,该系统能够使用关键字作为输入从Internet来源中自动选择相关内容。这种类型的推荐器系统应使公共显示器可以成为在公共场所传递Internet信息的设备,同时还可以使其在安装它们的社交环境中处于更有利的位置。我们已经基于这些原则创建了一个推荐系统,并且我们进行了两项研究来评估系统的感知性能。结果表明,关键字在驱动用户生成的内容方面可能非常有效,但是关键字通常需要与上下文信息进行补充,以消除其语义歧义

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