A conceptual model for designing adaptive human–computer interfaces using the living systems theory

Letsu-Dake, Emmanuel; Ntuen, Celestine A.

doi:10.1002/sres.925

Cited by 8 publications

(4 citation statements)

References 17 publications

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“…Hence, these applications open up new challenges as users need adaptive UIs that can cope with their corresponding preferences, surrounding context, and specific requirements. In general, adaptive UIs are supposed to adapt interaction contents and information processing modes automatically to deal with changing context and users' needs and disabilities at any time [3]. Nevertheless, the main drawback of these interfaces is their developmental complexity, which requires significant efforts.…”

Section: Introductionmentioning

confidence: 99%

A Hybrid Recommender System for HCI Design Pattern Recommendations

et al. 2021

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User interface design patterns are acknowledged as a standard solution to recurring design problems. The heterogeneity of existing design patterns makes the selection of relevant ones difficult. To tackle these concerns, the current work contributes in a twofold manner. The first contribution is the development of a recommender system for selecting the most relevant design patterns in the Human Computer Interaction (HCI) domain. This system introduces a hybrid approach that combines text-based and ontology-based techniques and is aimed at using semantic similarity along with ontology models to retrieve appropriate HCI design patterns. The second contribution addresses the validation of the proposed recommender system regarding the acceptance intention towards our system by assessing the perceived experience and the perceived accuracy. To this purpose, we conducted a user-centric evaluation experiment wherein participants were invited to fill pre-study and post-test questionnaires. The findings of the evaluation study revealed that the perceived experience of the proposed system’s quality and the accuracy of the recommended design patterns were assessed positively.

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Section: Introductionmentioning

confidence: 99%

A Hybrid Recommender System for HCI Design Pattern Recommendations

et al. 2021

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“…Adaptive interface is useful to support the operators in complex dynamic task controls [4]. AHCI (adaptive human-computer interface) is an interface which is supposed to adapt its interaction contents, information processing modes, and behavior patterns automatically to meet changing task requirements and user characteristics at any time considering operator abilities, workload variations, and skill levels [5].…”

Section: Introduction To Ahci Of Pt Operation Platform Based On Contementioning

confidence: 99%

A Conceptual Architecture for Adaptive Human-Computer Interface of a PT Operation Platform Based on Context-Awareness

Qin

Han

et al. 2014

Discrete Dynamics in Nature and Society

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We present a conceptual architecture for adaptive human-computer interface of a PT operation platform based on context-awareness. This architecture will form the basis of design for such an interface. This paper describes components, key technologies, and working principles of the architecture. The critical contents covered context information modeling, processing, relationship establishing between contexts and interface design knowledge by use of adaptive knowledge reasoning, and visualization implementing of adaptive interface with the aid of interface tools technology.

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“…Adaptive interfaces (AUIs) have the potential to reduce the complexity of user interfaces (UIs) and improve the usability of complex systems. This is achieved by means of adapting the UI automatically through the use of various types of adaptation and adaptive components (Letsu-Dake andNtuen, 2009, Leung et al, 2006). One such complex system which suffers from several usability issues is Enterprise Resource Planning (ERP) systems (Yeh, 2006).…”

Section: Introductionmentioning

confidence: 99%

The Design of Adaptive Interfaces for Enterprise Resource Planning Systems

2011

Proceedings of the 13th International Conference on Enterprise Information Systems

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Research has shown that AUIs can improve the usability of software systems. Enterprise Resource Planning (ERP) systems are an example of complex software systems which suffer from several usability issues. Limited research has been published on the applicability of AUIs to the domain of ERP systems. This paper aims to address this limitation by discussing the design of AUIs for ERP systems. A secondary contribution of this paper is the proposal of an adaptive taxonomy for ERP systems. Application of the proposed taxonomy and the proposed design is demonstrated through the implementation of an AUI for an existing ERP system, namely SAP Business One (SBO). The AUI was designed to address several of the usability issues identified in SBO, specifically efficiency and learnability.

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A conceptual model for designing adaptive human–computer interfaces using the living systems theory

Cited by 8 publications

References 17 publications

A Hybrid Recommender System for HCI Design Pattern Recommendations

A Hybrid Recommender System for HCI Design Pattern Recommendations

A Conceptual Architecture for Adaptive Human-Computer Interface of a PT Operation Platform Based on Context-Awareness

The Design of Adaptive Interfaces for Enterprise Resource Planning Systems

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