@inproceedings{c6079433494141a58163b4028d8f8df9,
title = "A Framework for the Development of a Dynamic Adaptive Intelligent User Interface to Enhance the User Experience",
abstract = "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.",
keywords = "Big Data, Data Visualization, Dynamic, Adaptive, Intelligent, User Experience, Parameters, Machine Learning, Human Computer Interaction, Data science, Data Science",
author = "Vivien Johnston and Michaela Black and Wallace, {J. G.} and Maurice Mulvenna and RR Bond",
note = "Publisher Copyright: {\textcopyright} 2019 Association for Computing Machinery. Copyright: Copyright 2019 Elsevier B.V., All rights reserved.; 31st European Conference on Cognitive Ergonomics : Design for Cognition, ECCE 2019 ; Conference date: 10-09-2019 Through 13-09-2019",
year = "2019",
month = sep,
day = "10",
doi = "10.1145/3335082.3335125",
language = "English",
series = "ECCE 2019 - Proceedings of the 31st European Conference on Cognitive Ergonomics: ''Design for Cognition''",
publisher = "Association for Computing Machinery",
pages = "32--35",
editor = "Maurice Mulvenna and Raymond Bond",
booktitle = "ECCE 2019 - Proceedings of the 31st European Conference on Cognitive Ergonomics",
address = "United States",
url = "https://www.ulster.ac.uk/conference/european-conference-on-cognitive-ergonomics",
}