This paper explains the development of a culturally inclusive ubiquitous M-Learning platform(“Mobile Academy”)with an AI-based adaptive user interface.The rationale and need for this research and development are jus...This paper explains the development of a culturally inclusive ubiquitous M-Learning platform(“Mobile Academy”)with an AI-based adaptive user interface.The rationale and need for this research and development are justified by the continuing widespread adoption of the Internet and Internet enabled devices,especially smartphones.The M-learning platform was designed from the onset for the global traveller.The characteristics and limitations of the application are also discussed.The Mobile Academy,proof of concept prototype,was created to facilitate teaching and learning on the move or in environments where the use of a desktop computer is inconvenient or simply impossible.The platform’s primary objective was cross-cultural usability through the use of a combination of AI and plasticity of user interface design techniques.The usability evaluation plan was comprehensive and the results obtained were studied in detail.This also included consideration of the results of the SVM(Support Vector Machine)classifiers’performance and cross-device evaluation.The AI-based adaptive interface prototype has been tested and evaluated to show its merits and capabilities in terms of its usability,inclusivity and effectiveness of the interface.From the results,it was concluded that such a culture independent application was also affordable.展开更多
The growing demand for wireless services coupled with the limited availability of suitable electromagnetic spectrum is increasing the need for more efficient RF spectrum utilization. Spectrum allocated to TV operators...The growing demand for wireless services coupled with the limited availability of suitable electromagnetic spectrum is increasing the need for more efficient RF spectrum utilization. Spectrum allocated to TV operators can potentially be shared by wireless data services, either when the primary service is switched off or by exploiting spatial reuse opportunities. This paper describes a dynamic spectrum access scheme for use in the TV bands which uses cognitive radio techniques to determine the spectrum availability. The approach allows secondary users (SU) to operate in the presence of the primary users (PU) and the OPNET simulation and modelling software has been used to model the performance of the scheme. An analysis of the results shows that the proposed scheme protects the primary users from harmful interference from the secondary users. In comparison with the 802.11 MAC protocol, the scheme improves spectrum utilization by about 27% while limiting the interference imposed on the primary receiver.展开更多
基金supported by the fund of Xiamen University Malaysia.
文摘This paper explains the development of a culturally inclusive ubiquitous M-Learning platform(“Mobile Academy”)with an AI-based adaptive user interface.The rationale and need for this research and development are justified by the continuing widespread adoption of the Internet and Internet enabled devices,especially smartphones.The M-learning platform was designed from the onset for the global traveller.The characteristics and limitations of the application are also discussed.The Mobile Academy,proof of concept prototype,was created to facilitate teaching and learning on the move or in environments where the use of a desktop computer is inconvenient or simply impossible.The platform’s primary objective was cross-cultural usability through the use of a combination of AI and plasticity of user interface design techniques.The usability evaluation plan was comprehensive and the results obtained were studied in detail.This also included consideration of the results of the SVM(Support Vector Machine)classifiers’performance and cross-device evaluation.The AI-based adaptive interface prototype has been tested and evaluated to show its merits and capabilities in terms of its usability,inclusivity and effectiveness of the interface.From the results,it was concluded that such a culture independent application was also affordable.
文摘The growing demand for wireless services coupled with the limited availability of suitable electromagnetic spectrum is increasing the need for more efficient RF spectrum utilization. Spectrum allocated to TV operators can potentially be shared by wireless data services, either when the primary service is switched off or by exploiting spatial reuse opportunities. This paper describes a dynamic spectrum access scheme for use in the TV bands which uses cognitive radio techniques to determine the spectrum availability. The approach allows secondary users (SU) to operate in the presence of the primary users (PU) and the OPNET simulation and modelling software has been used to model the performance of the scheme. An analysis of the results shows that the proposed scheme protects the primary users from harmful interference from the secondary users. In comparison with the 802.11 MAC protocol, the scheme improves spectrum utilization by about 27% while limiting the interference imposed on the primary receiver.
