research-article

AdaM: Adapting Multi-User Interfaces for Collaborative Environments in Real-Time

Authors:

Christoph Gebhardt,

Anna Maria Feit,

Niraj Ramesh Dayama,

Hui-Shyong Yeo,

Clemens N. Klokmose,

Antti Oulasvirta,

Otmar HilligesAuthors Info & Claims

CHI '18: Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems

Paper No.: 184, Pages 1 - 14

https://doi.org/10.1145/3173574.3173758

Published: 19 April 2018 Publication History

Abstract

Developing cross-device multi-user interfaces (UIs) is a challenging problem. There are numerous ways in which content and interactivity can be distributed. However, good solutions must consider multiple users, their roles, their preferences and access rights, as well as device capabilities. Manual and rule-based solutions are tedious to create and do not scale to larger problems nor do they adapt to dynamic changes, such as users leaving or joining an activity. In this paper, we cast the problem of UI distribution as an assignment problem and propose to solve it using combinatorial optimization. We present a mixed integer programming formulation which allows real-time applications in dynamically changing collaborative settings. It optimizes the allocation of UI elements based on device capabilities, user roles, preferences, and access rights. We present a proof-of-concept designer-in-the-loop tool, allowing for quick solution exploration. Finally, we compare our approach to traditional paper prototyping in a lab study.

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Cited By

Langerak TChristen SAlbaba MGebhardt CHolz CHilliges O(2024)MARLUI: Multi-Agent Reinforcement Learning for Adaptive Point-and-Click UIsProceedings of the ACM on Human-Computer Interaction10.1145/36611478:EICS(1-27)Online publication date: 17-Jun-2024
https://dl.acm.org/doi/10.1145/3661147
Park GPanda PTankelevitch LRintel S(2024)The CoExplorer Technology Probe: A Generative AI-Powered Adaptive Interface to Support Intentionality in Planning and Running Video MeetingsProceedings of the 2024 ACM Designing Interactive Systems Conference10.1145/3643834.3661507(1638-1657)Online publication date: 1-Jul-2024
https://dl.acm.org/doi/10.1145/3643834.3661507
Wu JTodi KChan JMyers BLafreniere B(2024)FrameKit: A Tool for Authoring Adaptive UIs Using KeyframesProceedings of the 29th International Conference on Intelligent User Interfaces10.1145/3640543.3645176(660-674)Online publication date: 18-Mar-2024
https://dl.acm.org/doi/10.1145/3640543.3645176
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Index Terms

AdaM: Adapting Multi-User Interfaces for Collaborative Environments in Real-Time
1. Human-centered computing

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cover image ACM Conferences

CHI '18: Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems

April 2018

8489 pages

ISBN:9781450356206

DOI:10.1145/3173574

General Chairs:
Regan Mandryk
University of Saskatchewan, Canada
,
Mark Hancock
University of Waterloo, Canada
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Program Chairs:
Mark Perry
Brunel University London, UK
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Anna Cox
University College London, UK

Copyright © 2018 ACM.

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Published: 19 April 2018

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CHI '18 Paper Acceptance Rate 666 of 2,590 submissions, 26%;

Overall Acceptance Rate 6,199 of 26,314 submissions, 24%

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Cited By

Langerak TChristen SAlbaba MGebhardt CHolz CHilliges O(2024)MARLUI: Multi-Agent Reinforcement Learning for Adaptive Point-and-Click UIsProceedings of the ACM on Human-Computer Interaction10.1145/36611478:EICS(1-27)Online publication date: 17-Jun-2024
https://dl.acm.org/doi/10.1145/3661147
Park GPanda PTankelevitch LRintel S(2024)The CoExplorer Technology Probe: A Generative AI-Powered Adaptive Interface to Support Intentionality in Planning and Running Video MeetingsProceedings of the 2024 ACM Designing Interactive Systems Conference10.1145/3643834.3661507(1638-1657)Online publication date: 1-Jul-2024
https://dl.acm.org/doi/10.1145/3643834.3661507
Wu JTodi KChan JMyers BLafreniere B(2024)FrameKit: A Tool for Authoring Adaptive UIs Using KeyframesProceedings of the 29th International Conference on Intelligent User Interfaces10.1145/3640543.3645176(660-674)Online publication date: 18-Mar-2024
https://dl.acm.org/doi/10.1145/3640543.3645176
Park GPanda PTankelevitch LRintel S(2024)CoExplorer: Generative AI Powered 2D and 3D Adaptive Interfaces to Support Intentionality in Video MeetingsExtended Abstracts of the CHI Conference on Human Factors in Computing Systems10.1145/3613905.3650797(1-10)Online publication date: 11-May-2024
https://dl.acm.org/doi/10.1145/3613905.3650797
Zeng WChen XHou YShao LChu ZChang R(2024)Semi-Automatic Layout Adaptation for Responsive Multiple-View Visualization DesignIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2023.324035630:7(3798-3812)Online publication date: Jul-2024
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Flores H(2024)AI Sensors and DashboardsComputer10.1109/MC.2024.339405657:8(55-64)Online publication date: 1-Aug-2024
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Ottun AMarasinghe RElemosho TLiyanage MRagab MBagave PWestberg MAsadi MBoerger MSandeepa CSenevirathna TSiniarski BLiyanage MLa VNguyen MDe Oca EOomen TFerreira Gonçalves JTanasković IKlopanovic SKourtellis NSoriente CPridmore JCavalli ADraskovic DMarchal SWang SNoguero DTcholtchev NDing AFlores H(2024)The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS)10.1109/ICDCS60910.2024.00092(947-959)Online publication date: 23-Jul-2024
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Khawaja IAbid KFarooq UMalik ZAbid A(2024)Empowering Collaborative Application Development: A Robust Framework for Ad-Hoc Distributed SystemsIEEE Access10.1109/ACCESS.2024.339537012(62296-62316)Online publication date: 2024
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Han VCho HMaeda KIon ALindlbauer D(2023)BlendMR: A Computational Method to Create Ambient Mixed Reality InterfacesProceedings of the ACM on Human-Computer Interaction10.1145/36264727:ISS(217-241)Online publication date: 1-Nov-2023
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Bateman SGutwin CMansoor HNacenta Mvan der Kamp MBaliesnyi MGagnon KRollheiser J(2023)WAMS: A Flexible API for Visual Workspaces Across Multiple SurfacesProceedings of the ACM on Human-Computer Interaction10.1145/35932367:EICS(1-40)Online publication date: 19-Jun-2023
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