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Journal of Emerging Trends in Computing and Information Sciences >> Call for Papers Vol. 8 No. 3, March 2017

Journal of Emerging Trends in Computing and Information Sciences

Intelligent Widget Reconfiguration for Mobile Phones

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Author Peter K.K. Loh, C.T. Lau, B.H. Chan
ISSN 2079-8407
On Pages 426-413
Volume No. 2
Issue No. 9
Issue Date September 01, 2011
Publishing Date September 01, 2011
Keywords mobile phone, context-aware, intelligent interface, widget reconfiguration, neural network, rules


Abstract

A significant amount of research work in user interface design exists with a proportion of this extendable to mobile phone platforms. Some investigate the effect of user ability on interface generation for mobile applications. Other works analyzed how different contexts and mobile platforms affect the generation of these interfaces. However, most of these existing works require a significant degree of context requirements modeling before interface reconfiguration takes place. Few on-the-fly reconfiguration approaches exist that learn from user interactions as well as contextual information received by a mobile phone. With the explosive growth of new applications for the mobile phone, its user interface is quickly becoming flooded with application widgets. This work investigates some on-the-fly approaches that learn and formulate rules from user interactions and contextual information received by the mobile phone. Performance evaluations demonstrate how a simple neural network-based engine is able to improve the prediction accuracy of the interface reconfiguration in a mobile phone.  

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