Exploring Categorizations of Algorithmic Affordances in Graphical User Interfaces of Recommender Systems

Ester Bartels, Aletta Smits, Chris Detweiler, Esther van der Stappen, Suzanne van Rossen, Shakila Shayan, Katja Pott, Karine Cardona, Jürgen Ziegler, Koen van Turnhout

Onderzoeksoutput: Contribution to conference proceedingAcademicpeer review

Samenvatting

This exploratory study investigates the rationale behind categorizing algorithmic controls, or algorithmic affordances, in the graphical user interfaces (GUIs) of recommender systems. Seven professionals from industry and academia took part in an open card sorting activity to analyze 45 cards with examples of algorithmic affordances in recommender systems’ GUIs. Their objective was to identify potential design patterns including features on which to base these patterns. Analyzing the group discussions revealed distinct thought processes and defining factors for design patterns that were shared by academic and industry partners. While the discussions were promising, they also demonstrated a varying degree of alignment between industry and academia when it came to labelling the identified categories. Since this workshop is part of the preparation for creating a design pattern library of algorithmic affordances, and since the library aims to be useful for both industry and research partners, further research int
Originele taal-2English
TitelDesign for Equality and Justice
SubtitelINTERACT 2023 IFIP TC 13 Workshops, York, UK, August 28 – September 1, 2023, Revised Selected Papers, Part II
RedacteurenAnna Bramwell-Dicks, Abigail Evans, Marco Winckler, Helen Petrie, José Abdelnour-Nocera
Plaats van productieBerlin, Heidelberg
UitgeverijSpringer Verlag
Pagina's173–184
Aantal pagina's12
Uitgave1
ISBN van geprinte versie978-3-031-61697-6
DOI's
StatusPublished - 9 jul. 2024
Extern gepubliceerdJa

Keywords

  • aanbevelingssystemen
  • grafische gebruikersinterfaces
  • ontwerp-patronen
  • gebruikerscontrole
  • algoritmische mogelijkheden
  • kloof tussen onderzoek en praktijk

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