June 2, 2019 Book section Closed Access

Enrico Palumbo; Alberto Buzio; Andrea Gaiardo; Giuseppe Rizzo; Raphael Troncy; Elena Baralis

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  <dc:creator>Enrico Palumbo</dc:creator>
  <dc:creator>Alberto Buzio</dc:creator>
  <dc:creator>Andrea Gaiardo</dc:creator>
  <dc:creator>Giuseppe Rizzo</dc:creator>
  <dc:creator>Raphael Troncy</dc:creator>
  <dc:creator>Elena Baralis</dc:creator>
  <dc:date>2019-06-02</dc:date>
  <dc:description>More than 2 millions of new books are published every year and choosing a good book among the huge amount of available options can be a challenging endeavor. Recommender systems help in choosing books by providing personalized suggestions based on the user reading history. However, most book recommender systems are based on collaborative filtering, involving a long onboarding process that requires to rate many books before providing good recommendations. Tinderbook provides book recommendations, given a single book that the user likes, through a card-based playful user interface that does not require an account creation. Tinderbook is strongly rooted in semantic technologies, using the DBpedia knowledge graph to enrich book descriptions and extending a hybrid state-of-the-art knowledge graph embeddings algorithm to derive an item relatedness measure for cold start recommendations. Tinderbook is publicly available (http://www.tinderbook.it) and has already generated interest in the public, involving passionate readers, students, librarians, and researchers. The online evaluation shows that Tinderbook achieves almost 50% of precision of the recommendations.</dc:description>
  <dc:identifier>https://www.openaccessrepository.it/record/31222</dc:identifier>
  <dc:identifier>10.1007/978-3-030-21348-0_38</dc:identifier>
  <dc:language>und</dc:language>
  <dc:relation>url:https://www.openaccessrepository.it/communities/itmirror</dc:relation>
  <dc:rights>info:eu-repo/semantics/closedAccess</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by/4.0/</dc:rights>
  <dc:title>TinderBook: Fall in love with culture</dc:title>
  <dc:type>info:eu-repo/semantics/bookPart</dc:type>
  <dc:type>publication-section</dc:type>
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