@inproceedings{3157cf36eb4645759a658bc003bace83,
title = "COVID-Hero: Machine Learning Based COVID-19 Awareness Enhancement Mobile Game for Children",
abstract = "In this pandemic, children are affected heavily by lockdown and quarantine worldwide. Hence, children{\textquoteright}s awareness of COVID-19 and passing a joyful time at home are necessary for their mental health. In this work, we developed a mobile gaming app named COVID-Hero, which intends to learn and create awareness among children about COVID-19. Using this app, they obtain scores/points by grabbing the right objects from their superhero-shaped player, which are fun, attractive, and psychologically helpful during this pandemic. However, we designed a questionnaire and conducted a user survey of different aged people who gave their opinions about this game. Finally, numerous significant features were extracted and prioritized using machine learning regression models that enhance children{\textquoteright}s COVID-19 awareness and tolerable behavior in this pandemic.",
keywords = "COVID-19, COVID-Hero, Features, Machine learning, Regression models",
author = "Satu, {Md Shahriare} and Mizan, {K. Shayekh Ebne} and Jerin, {Syeda Anika} and Md Whaiduzzaman and Alistair Barros and Kawsar Ahmed and Moni, {Mohammad Ali}",
note = "Funding Information: Acknowledgements. The authors acknowledge that this research is partially supported through the Australian Research Council Discovery Project: DP190100-314, “Re-Engineering Enterprise Systems for Microservices in the Cloud”. Publisher Copyright: {\textcopyright} 2021, Springer Nature Switzerland AG.; 1st International Conference on Applied Intelligence and Informatics, AII 2021 ; Conference date: 30-07-2021 Through 31-07-2021",
year = "2021",
doi = "10.1007/978-3-030-82269-9_25",
language = "English",
isbn = "9783030822682",
series = "Communications in Computer and Information Science",
publisher = "Springer Science and Business Media Deutschland GmbH",
pages = "321--335",
editor = "Mufti Mahmud and Kaiser, {M. Shamim} and Nikola Kasabov and Khan Iftekharuddin and Ning Zhong",
booktitle = "Applied Intelligence and Informatics - 1st International Conference, AII 2021, Proceedings",
}