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
相关论文
共 50 条
  • [1] Improving the User Experience using an Intelligent Adaptive User Interface in Mobile Applications
    Raheel, Saeed
    [J]. 2016 IEEE INTERNATIONAL MULTIDISCIPLINARY CONFERENCE ON ENGINEERING TECHNOLOGY (IMCET), 2016, : 64 - 68
  • [2] A Novel Framework for Adaptive user Interface
    Ahmad, Shahbaaz
    Rahman, Mahfooz
    Umar, M. Sarosh
    Khan, Muneeb Hasan
    [J]. 2015 COMMUNICATION, CONTROL AND INTELLIGENT SYSTEMS (CCIS), 2015, : 427 - 432
  • [3] An intelligent user interface for the dynamic negotiation of QoS
    Jrad, Z
    Krief, F
    Benmammar, B
    [J]. ICT'2003: 10TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS, VOLS I AND II, CONFERENCE PROCEEDINGS, 2003, : 144 - 150
  • [4] A Framework for Adaptive User Interface Generation based on User Behavioural Patterns
    Rathnayake, Nilanka
    Meedeniya, Dulani
    Perera, Indika
    Welivita, Anuradha
    [J]. 2019 MORATUWA ENGINEERING RESEARCH CONFERENCE (MERCON) / 5TH INTERNATIONAL MULTIDISCIPLINARY ENGINEERING RESEARCH CONFERENCE, 2019, : 698 - 703
  • [5] UIXSim: A User Interface Experience Analysis Framework
    Hashemi, Mohammad
    Herbert, John
    [J]. PROCEEDINGS FIFTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS, MODELLING AND SIMULATION, 2014, : 29 - 34
  • [6] Intelligent User Interface
    Hindryckx, Kris
    [J]. CONFERENCE: AGRICULTURAL ENGINEERING - LAND-TECHNIK AGENG 2009: INNOVATIONS TO MEET FUTURE CHALLENGES, 2009, 2060 : 357 - 361
  • [7] Culturally Inclusive Adaptive User Interface (CIAUI) Framework: Exploration of Plasticity of User Interface Design
    Miraz, Mahdi H.
    Excell, Peter S.
    Ali, Maaruf
    [J]. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2021, 20 (01) : 199 - 224
  • [8] A multicriteria approach to dynamic reasoning in an intelligent user interface
    Kabassi, K
    Despotis, DK
    Virvou, M
    [J]. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2005, 4 (01) : 21 - 34
  • [9] Adaptive user interface and user experience based authoring tool for recommendation systems
    [J]. Lee, Sungyoung (sylee@oslab.khu.ac.kr), 1600, Springer Verlag (8867):
  • [10] User Experience Evaluation in Intelligent Environments: A Comprehensive Framework
    Ntoa, Stavroula
    Margetis, George
    Antona, Margherita
    Stephanidis, Constantine
    [J]. TECHNOLOGIES, 2021, 9 (02)