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Adaptive user interface and user experience based authoring tool for recommendation systems

conference contribution
posted on 2023-05-23, 09:54 authored by Hussain, J, Khan, WA, Afzal, M, Hussain, M, Byeong KangByeong Kang, Lee, S
User preferences and contextual changes impact the duration of adaptation of user interface (UI) for a particular system, specifically recommendation systems. Static UIs lack reflection of these behavioral changes which lead to bottleneck in the fulfillment of user needs and satisfaction. Therefore, a mechanism to incorporate User Experience (UX) for embedded customization in the UI is required for longer adaptation of the system. We propose an Adaptive UI / UX Authoring Tool that adapts the UI with the help of the information extracted from the UX. UI is provided to the user in recommendation systems based on personal profile and contextual information. Continuous involvement of the user using feedback, web monitoring and gamification to measure his satisfaction and evolution of the personal and contextual information, adapts the UI with the help of UX. UX controls the evolutionary process of the adaptation of the user interfaces and also maintains the personalization aspect. The proposed system guarantees the longer duration of utilization of the services provided by the recommendation systems due to provision of personalized UI.

History

Publication title

Lecture Notes in Computer Science 8867: Proceedings of the 8th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2014)

Volume

8867

Editors

R Hervas, S Lee, C Nugent, J Bravo

Pagination

136-142

ISSN

0302-9743

Department/School

School of Information and Communication Technology

Publisher

Springer International Publishing

Place of publication

Switzerland

Event title

8th International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2014)

Event Venue

Belfast, UK

Date of Event (Start Date)

2014-12-02

Date of Event (End Date)

2014-12-05

Rights statement

Copyright 2014 Springer International Publishing Switzerland

Repository Status

  • Restricted

Socio-economic Objectives

Information services not elsewhere classified

Usage metrics

    University Of Tasmania

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