Artificial Intelligence of Things Applied to Assistive Technology: A Systematic Literature Review.
Artificial Intelligence of Things Applied to Assistive Technology: A Systematic Literature Review.
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DOI：
10.3390/s22218531
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发表时间：
2022-11-05
期刊：
影响因子：
--
通讯作者：
Leithardt VRQ
中科院分区：
文献类型：
--
作者：
de Freitas MP;Piai VA;Farias RH;Fernandes AMR;de Moraes Rossetto AG;Leithardt VRQ
According to the World Health Organization, about 15% of the world’s population has some form of disability. Assistive Technology, in this context, contributes directly to the overcoming of difficulties encountered by people with disabilities in their daily lives, allowing them to receive education and become part of the labor market and society in a worthy manner. Assistive Technology has made great advances in its integration with Artificial Intelligence of Things (AIoT) devices. AIoT processes and analyzes the large amount of data generated by Internet of Things (IoT) devices and applies Artificial Intelligence models, specifically, machine learning, to discover patterns for generating insights and assisting in decision making. Based on a systematic literature review, this article aims to identify the machine-learning models used across different research on Artificial Intelligence of Things applied to Assistive Technology. The survey of the topics approached in this article also highlights the context of such research, their application, the IoT devices used, and gaps and opportunities for further development. The survey results show that 50% of the analyzed research address visual impairment, and, for this reason, most of the topics cover issues related to computational vision. Portable devices, wearables, and smartphones constitute the majority of IoT devices. Deep neural networks represent 81% of the machine-learning models applied in the reviewed research.
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影响因子：
2.7
作者：
da Silva, Lucas D. L.;Pereira, Thiago F.;Zeferino, Cesar A.
通讯作者：
Zeferino, Cesar A.
影响因子：
2.8
作者：
Corso, Marcelo Picolotto;Perez, Fabio Luis;Quietinho Leithardt, Valderi Reis
通讯作者：
Quietinho Leithardt, Valderi Reis
影响因子：
14.9
作者：
Baucas, Marc Jayson;Spachos, Petros;Gregori, Stefano
通讯作者：
Gregori, Stefano
影响因子：
3.3
作者：
Dyba, T;Kitchenham, BA;Jorgensen, M
通讯作者：
Jorgensen, M
影响因子：
2.5
作者：
Frizzo Stefenon, Stefano;Kasburg, Christopher;Waldrigues Branco, Nathielle
通讯作者：
Waldrigues Branco, Nathielle