Towards a Construction Kit for Visual Recommender Systems

Lisa-Maria Freller; Mandy Keck; Thomas Neumayr; Mirjam Augstein

doi:10.1145/3531073.3534484

Towards a Construction Kit for Visual Recommender Systems

Lisa-Maria Freller, Mandy Keck, Thomas Neumayr, Mirjam Augstein

Research output: Contribution to conference › Poster › peer-review

1 Citation (Scopus)

Abstract

When designing the interface of a recommender system, interactive visualizations can be used to support challenges such as transparency and controllability, and thus increasing the user’s trust. In this paper, we propose a construction kit for visual recommender systems that can be used to construct new solutions or deconstruct existing approaches to identify and analyze key aspects.

Original language	English
Pages	1-3
Number of pages	3
DOIs	https://doi.org/10.1145/3531073.3534484
Publication status	Published - 6 Jun 2022
Event	International Conference on Advanced Visual Interfaces - Villa Tuscolana Park Hotel, Frascati, Frascati, Rome, Italy Duration: 6 Jun 2022 → 10 Jun 2022 https://dl.acm.org/doi/proceedings/10.1145/3531073

Conference

Conference	International Conference on Advanced Visual Interfaces
Abbreviated title	AVI 2022
Country/Territory	Italy
City	Frascati, Rome
Period	06.06.2022 → 10.06.2022
Internet address	https://dl.acm.org/doi/proceedings/10.1145/3531073

Keywords

design space
information visualization
recommender systems

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10.1145/3531073.3534484

Cite this

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title = "Towards a Construction Kit for Visual Recommender Systems",

abstract = "When designing the interface of a recommender system, interactive visualizations can be used to support challenges such as transparency and controllability, and thus increasing the user{\textquoteright}s trust. In this paper, we propose a construction kit for visual recommender systems that can be used to construct new solutions or deconstruct existing approaches to identify and analyze key aspects.",

keywords = "construction kit, design space, Recommender systems, information visualization, building blocks, design space, information visualization, recommender systems",

author = "Lisa-Maria Freller and Mandy Keck and Thomas Neumayr and Mirjam Augstein",

note = "Funding Information: The authors would like to thank the experts who participated in the expert interviews. This work was supported by the Excellence Starting Fund of the University of Applied Sciences Upper Austria, project title: “IVES - Interactive Visualizations for Recommender Systems”. Publisher Copyright: {\textcopyright} 2022 Owner/Author.; International Conference on Advanced Visual Interfaces, AVI 2022 ; Conference date: 06-06-2022 Through 10-06-2022",

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doi = "10.1145/3531073.3534484",

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T1 - Towards a Construction Kit for Visual Recommender Systems

AU - Freller, Lisa-Maria

AU - Keck, Mandy

AU - Neumayr, Thomas

AU - Augstein, Mirjam

N1 - Funding Information: The authors would like to thank the experts who participated in the expert interviews. This work was supported by the Excellence Starting Fund of the University of Applied Sciences Upper Austria, project title: “IVES - Interactive Visualizations for Recommender Systems”. Publisher Copyright: © 2022 Owner/Author.

PY - 2022/6/6

Y1 - 2022/6/6

N2 - When designing the interface of a recommender system, interactive visualizations can be used to support challenges such as transparency and controllability, and thus increasing the user’s trust. In this paper, we propose a construction kit for visual recommender systems that can be used to construct new solutions or deconstruct existing approaches to identify and analyze key aspects.

AB - When designing the interface of a recommender system, interactive visualizations can be used to support challenges such as transparency and controllability, and thus increasing the user’s trust. In this paper, we propose a construction kit for visual recommender systems that can be used to construct new solutions or deconstruct existing approaches to identify and analyze key aspects.

KW - construction kit

KW - design space

KW - Recommender systems

KW - information visualization

KW - building blocks

KW - design space

KW - information visualization

KW - recommender systems

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U2 - 10.1145/3531073.3534484

DO - 10.1145/3531073.3534484

M3 - Poster

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EP - 3

T2 - International Conference on Advanced Visual Interfaces

Y2 - 6 June 2022 through 10 June 2022

ER -

Towards a Construction Kit for Visual Recommender Systems

Abstract

Conference

Keywords

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