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'Searching for Inspiration': User Needs and Search Architecture in Europeana Collections

机译：“寻找灵感”：用户需求和搜索架构在欧洲集合中

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Drawing upon research and current development work at Europeana, this paper discusses search functionality in the Cultural Heritage sector, focusing in particular on the question of 'inspiration-oriented' search, in which users seek out previously-unknown items to serve as creative stimulus. Inspiration-oriented search is identified as a variant of the more widely-studied problem of serendipitous retrieval, and defined as an information-seeking behavior in which users consciously search for items that are related to known items in ways that are recognizable once seen, but that are nevertheless unpredictable at search-time. Various strategies for the maximization of both the recognisability and unpredictability of related items are then described, including user-interface and user-experience changes and the reconceptualization of datastores as knowledge graphs. Directions for further research are then outlined - including, most importantly, possible metrics for inspiration-oriented search and their potential for use in machine-learning ranking frameworks.
机译：借鉴了欧洲欧洲的研究和当前发展工作，讨论了文化遗产部门的搜索功能，特别是对“灵感主义”搜索问题的关注，其中用户寻求以前的未知物品作为创意刺激。激发灵感的搜索被确定为偶然检索的更广泛研究问题的变体，并定义为一种信息寻求行为，用户在其中有意识地以识别的方式搜索与已知物品相关的方式，但是然而，在搜索时仍然是不可预测的。然后描述具有相关项目的可识别性和不可预测性的各种策略，包括用户界面和用户体验的变化以及数据存储的重新设计作为知识图形。然后概述了进一步研究的方向 - 包括最重要的是，激励导向的搜索的可能度量，以及它们在机器学习排名框架中使用的可能性。

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