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Tech."],"published-print":{"date-parts":[[2016,1]]},"abstract":"<jats:title>ABSTRACT<\/jats:title>\n                  <jats:p>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 \u2018inspiration\u2010oriented\u2019 search, in which users seek out previously\u2010unknown items to serve as creative stimulus. Inspiration\u2010oriented search is identified as a variant of the more widely\u2010studied problem of serendipitous retrieval, and defined as an information\u2010seeking 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\u2010time. Various strategies for the maximization of both the recognisability and unpredictability of related items are then described, including user\u2010interface and user\u2010experience changes and the reconceptualization of datastores as knowledge graphs. Directions for further research are then outlined \u2013 including, most importantly, possible metrics for inspiration\u2010oriented search and their potential for use in machine\u2010learning ranking frameworks.<\/jats:p>","DOI":"10.1002\/pra2.2016.14505301043","type":"journal-article","created":{"date-parts":[[2016,12,27]],"date-time":"2016-12-27T06:08:13Z","timestamp":1482818893000},"page":"1-7","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["\u201cSearching for inspiration\u201d: User needs and search architecture in Europeana collections"],"prefix":"10.1002","volume":"53","author":[{"given":"Timothy","family":"Hill","sequence":"first","affiliation":[{"name":"Europeana Foundation Prins Willem\u2010Alexanderhof 5 2595 BE Den Haag Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Valentine","family":"Charles","sequence":"additional","affiliation":[{"name":"Europeana Foundation Prins Willem\u2010Alexanderhof 5 2595 BE Den Haag Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Juliane","family":"Stiller","sequence":"additional","affiliation":[{"name":"Humboldt\u2010Universit\u00e4t zu Berlin Dorotheenstr. 26 10117 Berlin"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antoine","family":"Isaac","sequence":"additional","affiliation":[{"name":"Europeana Foundation Prins Willem\u2010Alexanderhof 5 2595 BE Den Haag Netherlands"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2016,12,27]]},"reference":[{"key":"e_1_2_9_2_1","unstructured":"Apache Software Foundation(2016) \u201cMoreLikeThis\u201d. 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