Abstract
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.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Felfernig, A., Burke, R., Pu, P.: Preface to the special issue on user interfaces for recommender systems. User Modeling and User-Adapted Interaction 22(4), 313–316 (2012)
Albert, W., Tullis, T.: Measuring the user experience: Collecting, analyzing, and presenting usability metrics. Newnes (2013)
He, J., Yen, I.-L.: Adaptive user interface generation for web services. In: IEEE International Conference on e-Business Engineering, ICEBE 2007. IEEE (2007)
Peissner, M., Edlin-White, R.: User Control in Adaptive User Interfaces for Accessibility. In: Kotzé, P., Marsden, G., Lindgaard, G., Wesson, J., Winckler, M. (eds.) INTERACT 2013, Part I. LNCS, vol. 8117, pp. 623–640. Springer, Heidelberg (2013)
Ibrahim, R., Razali, R.: A performance-oriented interface design model of web applications. In: 2011 International Conference on Electrical Engineering and Informatics (ICEEI). IEEE (2011)
Wu, W.-Y.: Adaptive user interface. U.S. Patent Application 12/334,720
Dees, W.: Method of styling a user interface and device with adaptive user interface. US Patent 2002 (2002)
Abrams, M., et al.: UIML: An appliance-independent XML user interface language. Computer Networks 31(11), 1695–1708 (1999)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
Hussain, J., Khan, W.A., Afzal, M., Hussain, M., Kang, B.H., Lee, S. (2014). Adaptive User Interface and User Experience Based Authoring Tool for Recommendation Systems. In: Hervás, R., Lee, S., Nugent, C., Bravo, J. (eds) Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services. UCAmI 2014. Lecture Notes in Computer Science, vol 8867. Springer, Cham. https://doi.org/10.1007/978-3-319-13102-3_24
Download citation
DOI: https://doi.org/10.1007/978-3-319-13102-3_24
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-13101-6
Online ISBN: 978-3-319-13102-3
eBook Packages: Computer ScienceComputer Science (R0)