AI technique

Adaptive/intelligent UI

Interfaces (AUI/IUI) that adjust their layout, content, or behaviour to the user, often using AI.

48 papers carry this themeView in grid →

In these papers

01
Using user emotions to trigger UI adaptationUniv. Grenoble Alpes · 2025Adapts the user interface to users' emotions.
02
MineXR: Mining Personalized Extended Reality InterfacesHyunsung Cho · 2024MineXR: a design-mining workflow for personalized XR interfaces.
03
Next-Gen Human-Computer Interaction: A HybridRavindra Changal · 2024Delivers personalized, adaptive user experiences.
04
One Size Does Not Fit All: Multivariant User Interface Personalization in E-CommerceAdam Wasilewski · 2024Multivariant UI personalization for e-commerce.
05
Predicting the usability of mobile applications using AI tools: the rise of large user interface models, opportunities, and challengesIndustry (EDI40) · 2024AI generation and usability prediction for mobile UIs.
06
Real-Time Personalized User Interface Adaptation Using Reinforcement LearningAbdulrahman Khamaj, Abdulelah M. Ali · 2024A dynamic, personalized UI that changes with user behaviour.
07
Recommendations user interface in web-based e-commerce systemsOleksandr Yeroshkin, Janusz Sobecki · 2024Adaptive UIs personalize the shopping experience.
08
SituationAdapt: Contextual UI Optimization in Mixed Reality with Situation Awareness via LLM ReasoningZhipeng Li, Christoph Gebhardt et al. · 2024Contextual MR UI optimization beyond static environments.
09
Adaptive user interface for workﬂow-ERP systemMarcin Smereka, Grzegorz Kołaczek et al. · 2023Automatically adapts the UI of a workflow-ERP system.
10
Clustering Methods for Adaptive e-Commerce User InterfacesAdam Wasilewski · 2023Provides different interfaces to different user groups.
11
Emoticontrol : Emotions-based Control of User-Interfaces AdaptationsKARTHIK VAIDHYANATHAN, IIIT Hyderaba · 2023Emotions drive UI-adaptation decisions.
12
InteractionAdapt: Interaction-driven Workspace Adaptation for Situated Virtual Reality EnvironmentsYi Fei Cheng · 2023Interaction-driven workspace adaptation for situated VR.
13
Toward Changing Users behavior with Emotion-based Adaptive SystemsMina Alipour · 2023Adapts the UI to the user's emotions.
14
User Interface and Architecture Adaption Based onMahyar T. Moghaddam∗, Mina Alipour et al. · 2023Self-adapts UI and architecture to improve QoS.
15
Algorithms for the Development of Adaptive Web Interfaces: A Systematic Literature ReviewMichael Rodrigues da Silva · 2022Algorithms for developing adaptive web interfaces.
16
AUIT – the Adaptive User Interfaces Toolkit for Designing XR ApplicationsAnna Maria Feit · 2022AUIT toolkit for building adaptive UIs in XR.
17
Real-Time Adaptation of Context-Aware Intelligent User Interfaces, for Enhanced Situational AwarenessZinova Stefanidi, George Margetis · 2022Dynamic, context-aware UI adaptation for situational awareness.
18
ScalAR: Authoring Semantically Adaptive Augmented Reality Experiences in Virtual RealityXun Qian · 2022ScalAR authors semantically adaptive AR experiences.
19
Adapting User Interfaces with Model-based Reinforcement LearningKashyap Todi · 2021Adapts UIs while weighing positive and negative effects on the user.
20
An Emotion-Oriented Problem Space for UIMina Alipour · 2021Maps how emotion can drive UI adaptation concepts.
21
Computer Science ReviewMaaruf Ali, Peter S. Excell · 2021Lays out the foundations of adaptive/intelligent UIs (AUI/IUI).
22
Effect of Adaptive Guidance and Visualization Literacy on Gaze Attentive Behaviors and Sequential Patterns on Magazine-Style Narrative VisualizationsOSWALD BARRAL, SÉBASTIEN LALLÉ et al. · 2021Adaptive interventions highlight datapoints in narrative visualizations.
23
Model-based intelligent user interface adaptation: challenges and future directionsSilvia Abrahao · 2021Model-based intelligent UI adaptation to the context of use.
24
Multimodal Differentiation of Obstacles in Repeated Adaptive Human-Computer InteractionsFelix Putze · 2021Detects interaction obstacles to compensate via UI adaptation.
25
SemanticAdapt: Optimization-based Adaptation of Mixed Reality Layouts Leveraging Virtual-Physical Semantic ConnectionsYifei Cheng∗ · 2021Automatically adapts MR interfaces to physical environments.
26
User Context Ontology for Adaptive Mobile-Phone InterfacesReceived June · 2021An AUI adapting to the mobile context of use.
27
A Long-Term Evaluation of Adaptive Interface Design for Mobile Transit InformationAlexander Haig · 2020ML-supported adaptive UI for mobile transit information.
28
Combinatorial Optimization of Graphical User Interface DesignsAntti Oulasvirt · 2020Computational design of GUIs for elementary tasks.
29
Self-adaptation of Workflow Business Software to the User's Requirements and BehaviorUser Interface, User Experience et al. · 2020Intelligently adapts workflow-software UI to the user.
30
User interface design patterns and ontology models for adaptive mobile applications2020UI design patterns and an ontology for adaptive mobile apps.
31
UX designers pushing AI in the enterprise: a case for adaptive UIsJohn Zimmerman · 2020AUIs as an untapped opportunity for UX designers to use AI.
32
A Framework for the Development of a Dynamic AdaptiveVivien Johnston · 2019Combines dynamic, adaptive, and intelligent interface components.
33
Context- and Data-driven Satisfaction Analysis of User Interface Adaptations Based on Instant User FeedbackUsability testing · 2019Plastic UIs adapted from instant user feedback.
34
Context-Aware Online Adaptation of Mixed Reality InterfacesDavid Lindlbauer, Anna Maria Feit et al. · 2019Automatically controls when/where MR applications appear.
35
Exploring a Design Space of Graphical Adaptive Menus: Normal vs. Small ScreensJEAN VANDERDONCKT · 2019Graphical adaptive menus rendering a prediction window.
36
I see, you design: user interface intelligent design system with eye tracking and interactive genetic algorithmCheng · 2019An intelligent UI design system optimizing layouts.
37
Integrated model-driven development of self-adaptive user interfacesEnes Yigitbas · 2019Self-adaptive UIs that respond to runtime context changes.
38
SAM: A Modular Framework for Self-Adapting Web MenusCamille Gobert · 2019SAM: self-adapting web menus via target policy and adaptation style.
39
Self-Adaptation in Mobile Apps: a SystematicGrua · 2019Self-adaptation techniques in mobile applications.
40
Walking with Adaptive Augmented Reality Workspaces: Design and Usage PatternsCCS CONCEPTS · 2019Adaptive AR workspaces for information access on the go.
41
Customizing User Experience with Adaptive Virtual RealityBachar Senno · 2018Adaptive virtual reality that customizes the experience.
42
Rule based adaptive user interface for adaptive E-learning systemManohara Pai M. M. · 2018Rule-based adaptive UI for an e-learning system.
43
Deep Sequential Recommendation for Personalized Adaptive User InterfacesUnknown · 2017AUIs giving real-time contextual adaptation for complex software.
44
The Inﬂuence of Personality Traits and Cognitive Load on the Use of Adaptive User InterfacesHarvard SEAS · 2017Split adaptive interfaces surface predicted elements of immediate use.
45
Designing Responsive Interactive Applications by Emotion-Tracking and Pattern-Based Dynamic User Interface AdaptationSanim Rashi, Christian Herdin · 2016Pattern-based dynamic UI adaptation at runtime.
46
Interface Design Optimization as a Multi-Armed Bandit ProblemJ. Derek Lomas, Jodi Forlizzi et al. · 2016Bandit algorithms optimize interface designs from user response.
47
Model-based adaptive user interface based on context and user experience evaluationJamil Hussain, Anees Ul Hassan, Hafiz Syed Muhammad Bilal, Rahman Ali, Muhammad Afzal, Shujaat Hussain, Jaehun Bang,Oresti Banos, Sungyoung Lee · 2016A model-based adaptive UI generalizing across domains.
48
Predictability and Accuracy in Adaptive User InterfacesKrzysztof Z. Gajos, Katherine Everitt et al. · 2008Studies adaptive user interfaces and how adaptation affects usability.

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