"don't Judge a Book by its Cover"

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"don't Judge a Book by its Cover"

Exploring Book Traits Children Favor

Conference Paper (2020)

Author(s)

Ashlee Milton (Boise State University)

Levesson Batista (Brigham Young University)

Garrett Allen (Boise State University)

Siqi Gao (Brigham Young University)

Yiu Kai D. Ng (Brigham Young University)

Maria Soledad Pera (Boise State University)

Affiliation

External organisation

Metadata Books Children Recommender systems Preferences

DOI related publication

https://doi.org/10.1145/3383313.3418490 Final published version

To reference this document use

https://resolver.tudelft.nl/uuid:b8946494-2ece-44d0-87d6-75a0a4cfd47b

More Info

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Publication Year

2020

Language

English

Affiliation

External organisation

Pages (from-to)

669-674

ISBN (electronic)

9781450375832

Event

14th ACM Conference on Recommender Systems, RecSys 2020 (2020-09-22 - 2020-09-26), Virtual, Online, Brazil

Downloads counter

190

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.