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"don't Judge a Book by its Cover": Exploring Book Traits Children Favor

  • Ashlee Milton
  • , Levesson Batista
  • , Garrett Allen
  • , Siqi Gao
  • , Yiu Kai D. Ng
  • , Maria Soledad Pera
  • Boise State University
  • Brigham Young University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

17 Scopus citations

Abstract

We present the preliminary exploration we conducted to identify traits that can influence children's preferences in books. Findings offer insights for the design of recommender algorithms that would look beyond patterns inferred from traditional user-system interactions (e.g., ratings) for recommendation purposes, since when it comes to children such data is rarely, if at all, available.

Original languageEnglish
Title of host publicationRecSys 2020 - 14th ACM Conference on Recommender Systems
Pages669-674
Number of pages6
ISBN (Electronic)9781450375832
DOIs
StatePublished - 22 Sep 2020
Event14th ACM Conference on Recommender Systems, RecSys 2020 - Virtual, Online, Brazil
Duration: 22 Sep 202026 Sep 2020

Publication series

NameRecSys 2020 - 14th ACM Conference on Recommender Systems

Conference

Conference14th ACM Conference on Recommender Systems, RecSys 2020
Country/TerritoryBrazil
CityVirtual, Online
Period22/09/2026/09/20

Keywords

  • books
  • children
  • metadata
  • preferences
  • recommender systems

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