Spatial Blockchain-Based Secure Mass Screening Framework for Children With Dyslexia
In this paper, we present a novel method, process, and system for calculating dyslexic symptoms, generating metric data for an individual user, community, or group in general. We present a mobile multimedia Internet of Things (IoT)-based environment that can capture multimodal smartphone or tab-base...
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doaj-1bdac3e143fc449e9921de45640bb2732021-03-29T21:21:58ZengIEEEIEEE Access2169-35362018-01-016618766188510.1109/ACCESS.2018.28752428488459Spatial Blockchain-Based Secure Mass Screening Framework for Children With DyslexiaMd. Abdur Rahman0Elham Hassanain1Md. Mamunur Rashid2Stuart J. Barnes3M. Shamim Hossain4https://orcid.org/0000-0001-5906-9422Department of Forensic Computing and Cyber Security, Faculty Computing and Cyber Sciences, University of Prince Mugrin, Madinah, Saudi ArabiaDepartment of Forensic Computing and Cyber Security, Faculty Computing and Cyber Sciences, University of Prince Mugrin, Madinah, Saudi ArabiaConsumer and Organizational Digital Analytics Research Centre, King’s Business School, King’s College London, London, WC2B 4BG, U.K.Consumer and Organizational Digital Analytics Research Centre, King’s Business School, King’s College London, London, WC2B 4BG, U.K.Research Chair of Pervasive and Mobile Computing, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi ArabiaIn this paper, we present a novel method, process, and system for calculating dyslexic symptoms, generating metric data for an individual user, community, or group in general. We present a mobile multimedia Internet of Things (IoT)-based environment that can capture multimodal smartphone or tab-based user interaction data during dyslexia testing and share it via a mobile edge network, which employs auto-grading algorithms to find dyslexia symptoms. In addition to algorithm-based auto-grading, the captured mobile multimedia payload is stored in a decentralized repository that can be shared with a medical practitioner for replay and further manual analysis purposes. Since the framework is language-independent and based on Blockchain and a decentralized big data repository, dyslexic patterns and a massive amount of captured multimedia IoT test data can be shared for further clinical research, statistical analysis, and quality assurance. Notwithstanding, our proposed Blockchain and off-chain-based decentralized and secure dyslexia data storage, management, and sharing framework will allow security, anonymity, and multimodal visualization of the captured test data for mobile users. This paper presents the detailed design, implementation, and test results, which demonstrate the strong potential for wider adoption of the dyslexia mobile health management globally.https://ieeexplore.ieee.org/document/8488459/Blockchaindyslexiaauto-gradingmass screeningmobile multimedia health |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Md. Abdur Rahman Elham Hassanain Md. Mamunur Rashid Stuart J. Barnes M. Shamim Hossain |
spellingShingle |
Md. Abdur Rahman Elham Hassanain Md. Mamunur Rashid Stuart J. Barnes M. Shamim Hossain Spatial Blockchain-Based Secure Mass Screening Framework for Children With Dyslexia IEEE Access Blockchain dyslexia auto-grading mass screening mobile multimedia health |
author_facet |
Md. Abdur Rahman Elham Hassanain Md. Mamunur Rashid Stuart J. Barnes M. Shamim Hossain |
author_sort |
Md. Abdur Rahman |
title |
Spatial Blockchain-Based Secure Mass Screening Framework for Children With Dyslexia |
title_short |
Spatial Blockchain-Based Secure Mass Screening Framework for Children With Dyslexia |
title_full |
Spatial Blockchain-Based Secure Mass Screening Framework for Children With Dyslexia |
title_fullStr |
Spatial Blockchain-Based Secure Mass Screening Framework for Children With Dyslexia |
title_full_unstemmed |
Spatial Blockchain-Based Secure Mass Screening Framework for Children With Dyslexia |
title_sort |
spatial blockchain-based secure mass screening framework for children with dyslexia |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2018-01-01 |
description |
In this paper, we present a novel method, process, and system for calculating dyslexic symptoms, generating metric data for an individual user, community, or group in general. We present a mobile multimedia Internet of Things (IoT)-based environment that can capture multimodal smartphone or tab-based user interaction data during dyslexia testing and share it via a mobile edge network, which employs auto-grading algorithms to find dyslexia symptoms. In addition to algorithm-based auto-grading, the captured mobile multimedia payload is stored in a decentralized repository that can be shared with a medical practitioner for replay and further manual analysis purposes. Since the framework is language-independent and based on Blockchain and a decentralized big data repository, dyslexic patterns and a massive amount of captured multimedia IoT test data can be shared for further clinical research, statistical analysis, and quality assurance. Notwithstanding, our proposed Blockchain and off-chain-based decentralized and secure dyslexia data storage, management, and sharing framework will allow security, anonymity, and multimodal visualization of the captured test data for mobile users. This paper presents the detailed design, implementation, and test results, which demonstrate the strong potential for wider adoption of the dyslexia mobile health management globally. |
topic |
Blockchain dyslexia auto-grading mass screening mobile multimedia health |
url |
https://ieeexplore.ieee.org/document/8488459/ |
work_keys_str_mv |
AT mdabdurrahman spatialblockchainbasedsecuremassscreeningframeworkforchildrenwithdyslexia AT elhamhassanain spatialblockchainbasedsecuremassscreeningframeworkforchildrenwithdyslexia AT mdmamunurrashid spatialblockchainbasedsecuremassscreeningframeworkforchildrenwithdyslexia AT stuartjbarnes spatialblockchainbasedsecuremassscreeningframeworkforchildrenwithdyslexia AT mshamimhossain spatialblockchainbasedsecuremassscreeningframeworkforchildrenwithdyslexia |
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