一个开发动态自适应智能用户界面以增强用户体验的框架

V. Johnston
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引用次数: 10

摘要

本文的目的是介绍博士的研究,旨在通过提出一个框架来增强用户体验,该框架结合了三个核心组件:动态界面;自适应界面;智能接口。对该领域的初步研究发现,在这些类型的相互作用的交叉点上存在差距。动态交互了解用户、他们的设备和物理环境,以提供基本的用户体验。自适应交互进一步理解用户的能力,通过可用性和可访问性实现增强的体验,同时识别用户的流程和他们的管道。通过结合机器学习算法,智能交互进一步建立在此基础上,帮助使界面智能化,并根据每个用户的最终目标为他们提供个性化体验。这反过来又会减少用户的认知负荷,增强他们与界面的交互体验。
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A Framework for the Development of a Dynamic Adaptive Intelligent User Interface to Enhance the User Experience
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.
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