Please use this identifier to cite or link to this item:
https://rda.sliit.lk/handle/123456789/3392
Title: | Interactive Mobile Application for Initial Skills Development of Primary Students in Sri Lanka |
Authors: | Liyanage, C. Kavinda, U. A. D. S. Dasanayaka, D. S. Shehara, P. G. J. De Silva, D. I. |
Keywords: | Interactive Mobile Application Initial Skills Development Primary Students Sri Lanka |
Issue Date: | 9-Dec-2022 |
Publisher: | IEEE |
Series/Report no.: | 2022 4th International Conference on Advancements in Computing (ICAC); |
Abstract: | In many cases, children between this age are using smartphones and other technology devices, to play games, watch cartoons, take photos and sometimes the chance is getting higher than we think that children access unnecessary contents due to lack of guidance and unawareness of parents. This interactive mobile application is used as an adaptive learning tool for the primary school students. Utilizing children’s comfort with technology allows for the development of their talents. In math skills development, some attractively designed gamified activities to solve basic math questions are given according to the skill level the child is currently in. The accuracy was much higher in the Convolutional Neural Network approach as it recorded a value of 0.9919. In environmental skills development component, the app will ask child to identify the surroundings according to a flow, starting from the house and towards the garden using object detection and the results were detected with a higher accuracy level around 0.9-0.99 after training the Machine Learning model. And in the language skills development component the child is given activities to develop pronunciation skills using audio processing and finally the verification of online achievements of a child by Non-Fungible Token technology, is fulfilled via the app. |
URI: | https://rda.sliit.lk/handle/123456789/3392 |
ISBN: | 979-8-3503-9809-0 |
Appears in Collections: | 4th International Conference on Advancements in Computing (ICAC) | 2022 Research Papers - IEEE Research Papers - SLIIT Staff Publications |
Files in This Item:
File | Description | Size | Format | |
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Interactive_Mobile_Application_for_Initial_Skills_Development_of_Primary_Students_in_Sri_Lanka.pdf Until 2050-12-31 | 383.96 kB | Adobe PDF | View/Open Request a copy |
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