Toward Usable Intelligent User Interface

Mezhoudi, Nesrine; Khaddam, Iyad; Vanderdonckt, Jean

doi:10.1007/978-3-319-20916-6_43

Cited by 5 publications

(1 citation statement)

References 23 publications

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“…However, our approach cannot only be used for UI adaptation, but also as a tool to highlight challenges of the interaction during UI design, and provide ideas how/what to modify. For UI adaptation as one of the long-term goals we see our approach as one of the steps towards this goal but agree that further aspects need to be considered (e.g., [30]).…”

Section: Discussionmentioning

confidence: 74%

A Model Relating Pupil Diameter to Mental Workload and Lighting Conditions

Pfleging

Fekety

Schmidt

et al. 2016

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems

118

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In this paper, we present a proof-of-concept approach to estimating mental workload by measuring the user's pupil diameter under various controlled lighting conditions. Knowing the user's mental workload is desirable for many application scenarios, ranging from driving a car, to adaptive workplace setups. Typically, physiological sensors allow inferring mental workload, but these sensors might be rather uncomfortable to wear. Measuring pupil diameter through remote eye-tracking instead is an unobtrusive method. However, a practical eyetracking-based system must also account for pupil changes due to variable lighting conditions. Based on the results of a study with tasks of varying mental demand and six different lighting conditions, we built a simple model that is able to infer the workload independently of the lighting condition in 75 % of the tested conditions.

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Section: Discussionmentioning

confidence: 74%

A Model Relating Pupil Diameter to Mental Workload and Lighting Conditions

Pfleging

Fekety

Schmidt

et al. 2016

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems

118

View full text Add to dashboard Cite

show abstract

An Adaptive User Interface Based on Psychological Test and Task-Relevance

Riascos

Nedel

Barone

2017

Communications in Computer and Information Science

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AdaptUI: A Framework for the development of Adaptive User Interfaces in Smart Product-Service Systems

Carrera-Rivera,

Larrinaga,

Lasa

et al. 2024

User Model User-Adap Inter

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Smart Product–Service Systems (S-PSS) represent an innovative business model that integrates intelligent products with advanced digital capabilities and corresponding e-services. The user experience (UX) within an S-PSS is heavily influenced by the customization of services and customer empowerment. However, conventional UX analysis primarily focuses on the design stage and may not adequately respond to the evolving user needs during the usage stage and how to exploit the data surrounding the use of S-PSS. To overcome these limitations, this article introduces a practical framework for developing Adaptive User Interfaces within S-PSS. This framework integrates ontologies and Context-aware recommendation systems, with user interactions serving as the primary data source, facilitating the development of adaptive user interfaces. One of the main contributions of this work lies on the integration of various components to achieve the creation of Adaptive User Interfaces for digital services. A case study of a smart device app is presented, to demonstrate the practical implementation of the framework, with a hands-on development approach, considering technological aspects and utilizing appropriate tools. The results of the evaluation of the recommendation engine show that using a context-aware approach improves the precision of recommendations. Furthermore, pragmatic aspects of UX, such as usefulness and system efficiency, are evaluated with participants with an overall positive impact on the use of the smart device.

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Toward Usable Intelligent User Interface

Cited by 5 publications

References 23 publications

A Model Relating Pupil Diameter to Mental Workload and Lighting Conditions

A Model Relating Pupil Diameter to Mental Workload and Lighting Conditions

An Adaptive User Interface Based on Psychological Test and Task-Relevance

AdaptUI: A Framework for the development of Adaptive User Interfaces in Smart Product-Service Systems

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