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

doi:10.1007/978-3-031-61698-3_16

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 proceeding › Academic › peer 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-2	English
Titel	Design for Equality and Justice
Subtitel	INTERACT 2023 IFIP TC 13 Workshops, York, UK, August 28 – September 1, 2023, Revised Selected Papers, Part II
Redacteuren	Anna Bramwell-Dicks, Abigail Evans, Marco Winckler, Helen Petrie, José Abdelnour-Nocera
Plaats van productie	Berlin, Heidelberg
Uitgeverij	Springer Verlag
Pagina's	173–184
Aantal pagina's	12
Uitgave	1
ISBN van geprinte versie	978-3-031-61697-6
DOI's	https://doi.org/10.1007/978-3-031-61698-3_16
Status	Published - 9 jul. 2024
Extern gepubliceerd	Ja

Keywords

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

Toegang tot document

10.1007/978-3-031-61698-3_16

1 Contribution to conference proceeding
1 Review article

Aanbevelingen van een computer: hoe betrouwbaar zijn ze?
Dinnissen, K., Hauptmann, H., Herder, E., Masthoff, J. & Smits, A., aug. 2025, In: Tijdschrift voor Human Factors. 50, 2, blz. 5-9 5 blz.
Onderzoeksoutput: Review article › peer review
Hardly any sliders in real-world apps: a library of algorithmic affordances to bridge the research-practice gap in Human-AI Interaction
Vertaalde titel van de bijdrage: Real-world apps hebben bijna nooit sliders: een bibliotheek van interacties tussen mens en AI om de kloof tussen onderzoek en praktijk te overbruggenSmits, A., Cardona, K., Berk, M., Marantika, T., Meeuwse, T., van Rossen, S., Sent, D., van Turnhout, K. & Hoekman, B. J., nov. 2025, (Accepted/In press) Arppid 2025. Springer Verlag, 18 blz.
Onderzoeksoutput: Contribution to conference proceeding › Academic › peer review

Open Access

Academic Research and Professional Practice in Interaction Design
Smits, A. (Speaker), van Turnhout, K. (Speaker) & Berk, M. (Speaker)
10 jul. 2025 → 11 jul. 2025
Activiteit: Oral presentation

Citeer dit

Bartels, E., Smits, A., Detweiler, C., van der Stappen, E., van Rossen, S., Shayan, S., Pott, K., Cardona, K., Ziegler, J., & van Turnhout, K. (2024). Exploring Categorizations of Algorithmic Affordances in Graphical User Interfaces of Recommender Systems. In A. Bramwell-Dicks, A. Evans, M. Winckler, H. Petrie, & J. Abdelnour-Nocera (editors), Design for Equality and Justice: INTERACT 2023 IFIP TC 13 Workshops, York, UK, August 28 – September 1, 2023, Revised Selected Papers, Part II (1 uitgave, blz. 173–184). Springer Verlag. https://doi.org/10.1007/978-3-031-61698-3_16

Bartels, Ester ; Smits, Aletta ; Detweiler, Chris et al. / Exploring Categorizations of Algorithmic Affordances in Graphical User Interfaces of Recommender Systems. Design for Equality and Justice: INTERACT 2023 IFIP TC 13 Workshops, York, UK, August 28 – September 1, 2023, Revised Selected Papers, Part II. redacteur / Anna Bramwell-Dicks ; Abigail Evans ; Marco Winckler ; Helen Petrie ; José Abdelnour-Nocera. 1. uitgave Berlin, Heidelberg : Springer Verlag, 2024. blz. 173–184

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title = "Exploring Categorizations of Algorithmic Affordances in Graphical User Interfaces of Recommender Systems",

abstract = "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{\textquoteright} 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",

keywords = "aanbevelingssystemen, grafische gebruikersinterfaces, ontwerp-patronen, gebruikerscontrole, algoritmische mogelijkheden, kloof tussen onderzoek en praktijk, recommender systems, graphical user interfaces, design patterns, user control, algorithmic affordances, research-practice gap",

author = "Ester Bartels and Aletta Smits and Chris Detweiler and \{van der Stappen\}, Esther and \{van Rossen\}, Suzanne and Shakila Shayan and Katja Pott and Karine Cardona and J{\"u}rgen Ziegler and \{van Turnhout\}, Koen",

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doi = "10.1007/978-3-031-61698-3\_16",

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editor = "Anna Bramwell-Dicks and Abigail Evans and Marco Winckler and Helen Petrie and Jos{\'e} Abdelnour-Nocera",

booktitle = "Design for Equality and Justice",

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Bartels, E, Smits, A, Detweiler, C, van der Stappen, E, van Rossen, S, Shayan, S, Pott, K, Cardona, K, Ziegler, J & van Turnhout, K 2024, Exploring Categorizations of Algorithmic Affordances in Graphical User Interfaces of Recommender Systems. in A Bramwell-Dicks, A Evans, M Winckler, H Petrie & J Abdelnour-Nocera (uitgave), Design for Equality and Justice: INTERACT 2023 IFIP TC 13 Workshops, York, UK, August 28 – September 1, 2023, Revised Selected Papers, Part II. 1 edn, Springer Verlag, Berlin, Heidelberg, blz. 173–184. https://doi.org/10.1007/978-3-031-61698-3_16

Exploring Categorizations of Algorithmic Affordances in Graphical User Interfaces of Recommender Systems. / Bartels, Ester; Smits, Aletta; Detweiler, Chris et al.
Design for Equality and Justice: INTERACT 2023 IFIP TC 13 Workshops, York, UK, August 28 – September 1, 2023, Revised Selected Papers, Part II. uitgave / Anna Bramwell-Dicks; Abigail Evans; Marco Winckler; Helen Petrie; José Abdelnour-Nocera. 1. uitgave Berlin, Heidelberg: Springer Verlag, 2024. blz. 173–184.

Onderzoeksoutput: Contribution to conference proceeding › Academic › peer review

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AU - Bartels, Ester

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AU - Detweiler, Chris

AU - van der Stappen, Esther

AU - van Rossen, Suzanne

AU - Shayan, Shakila

AU - Pott, Katja

AU - Cardona, Karine

AU - Ziegler, Jürgen

AU - van Turnhout, Koen

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KW - aanbevelingssystemen

KW - grafische gebruikersinterfaces

KW - ontwerp-patronen

KW - gebruikerscontrole

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KW - kloof tussen onderzoek en praktijk

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A2 - Bramwell-Dicks, Anna

A2 - Evans, Abigail

A2 - Winckler, Marco

A2 - Petrie, Helen

A2 - Abdelnour-Nocera, José

PB - Springer Verlag

CY - Berlin, Heidelberg

ER -

Bartels E, Smits A, Detweiler C, van der Stappen E, van Rossen S, Shayan S et al. Exploring Categorizations of Algorithmic Affordances in Graphical User Interfaces of Recommender Systems. In Bramwell-Dicks A, Evans A, Winckler M, Petrie H, Abdelnour-Nocera J, redacteurs, Design for Equality and Justice: INTERACT 2023 IFIP TC 13 Workshops, York, UK, August 28 – September 1, 2023, Revised Selected Papers, Part II. 1 uitgave Berlin, Heidelberg: Springer Verlag. 2024. blz. 173–184 doi: 10.1007/978-3-031-61698-3_16

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

Samenvatting

Keywords

Toegang tot document

Vingerafdruk

Onderzoekersoutput

Aanbevelingen van een computer: hoe betrouwbaar zijn ze?

Hardly any sliders in real-world apps: a library of algorithmic affordances to bridge the research-practice gap in Human-AI Interaction

Activiteiten

Academic Research and Professional Practice in Interaction Design

Citeer dit