A Framework for the Development of a Dynamic Adaptive Intelligent User Interface to Enhance the User Experience

被引:4
|
作者
Johnston, Vivien [1 ]
Black, Michaela [2 ]
Wallace, Jonathan [1 ]
Mulvenna, Maurice [1 ]
Bond, Raymond [1 ]
机构
[1] Ulster Univ, Sch Comp, Jordanstown, Antrim, North Ireland
[2] Ulster Univ, Sch Comp Engn & Intelligent Syst, Derry, Londonderry, North Ireland
基金
欧盟地平线“2020”;
关键词
Big Data; Data Visualization; Dynamic; Adaptive; Intelligent; User Experience; Parameters; Machine Learning; Human Computer Interaction; Data Science;
D O I
10.1145/3335082.3335125
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The aim of this paper is to present PhD research that aims to enhance the User Experience by proposing a framework that combines the three core components of: dynamic interfaces; adaptive interfaces; and intelligent interfaces. Initial research into the field has identified a gap at the intersection of these types of interaction. A dynamic interaction understands the user, their device and their physical environment to provide a basic User Experience. An adaptive interaction understands the user's capabilities further to implement an enhanced experience via usability and accessibility whilst recognising the flow of the user and their pipeline. The intelligent interaction builds further upon this through the incorporation of Machine Learning algorithms that assist in making the interface intelligent and provide a personalised experience for each user based upon their end goal. This in turn will reduce a user's cognitive load and enhance their interactive experience with an interface.
引用
收藏
页码:32 / 35
页数:4
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