An educational tool to teach blind children sexual-health and hygiene through random forest regressors and additive manufacturing

Grace Miranda-Íñiguez; Efrén Lema-Condo; Yaroslava Robles-Bykbaev; Vladimir Robles-Bykbaev

doi:10.1109/ICMEAE51770.2020.00014

An educational tool to teach blind children sexual-health and hygiene through random forest regressors and additive manufacturing

Grace Miranda-Íñiguez, Efrén Lema-Condo, Yaroslava Robles-Bykbaev, Vladimir Robles-Bykbaev

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

According to UNICEF, children and adults with disabilities are three to four times more likely to be victims of different types of violence. Some studies claim that children with disabilities suffer from sexual abuse, with a prevalence of 13.7 percent. For these reasons, in this paper, we describe an open initiative to teach blind children and youth. Our system uses a random forest regressor model to determine which exercises are appropriate for children ranging from 5 to 12 years. The educational model contains 13 educational contents related to Sexual Health and Hygiene (SHH) and five 3D models: girl, boy, teen girl, and teen boy with and without an erection. The system, as well as the educational model, were reviewed by 30 experts of special education in Cuenca, Ecuador, obtaining encouraging results.

Original language	English
Title of host publication	Proceedings - 2020 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2020
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	35-40
Number of pages	6
ISBN (Electronic)	9781728199047
DOIs	https://doi.org/10.1109/ICMEAE51770.2020.00014
State	Published - Nov 2020
Event	2020 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2020 - Cuernavaca, Morelos, Mexico Duration: 16 Nov 2020 → 21 Nov 2020

Publication series

Name	Proceedings - 2020 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2020

Conference

Conference	2020 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2020
Country/Territory	Mexico
City	Cuernavaca, Morelos
Period	16/11/20 → 21/11/20

Bibliographical note

Funding Information:
The authors express their gratitude to the UNESCO Chair on Support technologies for Educational Inclusion, to the Research Group on Artificial Intelligence and Assistive Technologies (GI-IATa) and to the Universidad Polit?cnica Salesiana for the support and financing given to the project "Sistemas Inteligentes de Soporte a la Educac?on Especial (SINSAE v5).

Publisher Copyright:
© 2020 IEEE.

Keywords

additive manufacturing
blind children
decision trees
sexual abuse prevention
Sexual Health and Hygiene

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/ICMEAE51770.2020.00014

Cite this

Miranda-Íñiguez, G., Lema-Condo, E., Robles-Bykbaev, Y., & Robles-Bykbaev, V. (2020). An educational tool to teach blind children sexual-health and hygiene through random forest regressors and additive manufacturing. In Proceedings - 2020 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2020 (pp. 35-40). Article 9359405 (Proceedings - 2020 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2020). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICMEAE51770.2020.00014

Miranda-Íñiguez, Grace ; Lema-Condo, Efrén ; Robles-Bykbaev, Yaroslava et al. / An educational tool to teach blind children sexual-health and hygiene through random forest regressors and additive manufacturing. Proceedings - 2020 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2020. Institute of Electrical and Electronics Engineers Inc., 2020. pp. 35-40 (Proceedings - 2020 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2020).

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abstract = "According to UNICEF, children and adults with disabilities are three to four times more likely to be victims of different types of violence. Some studies claim that children with disabilities suffer from sexual abuse, with a prevalence of 13.7 percent. For these reasons, in this paper, we describe an open initiative to teach blind children and youth. Our system uses a random forest regressor model to determine which exercises are appropriate for children ranging from 5 to 12 years. The educational model contains 13 educational contents related to Sexual Health and Hygiene (SHH) and five 3D models: girl, boy, teen girl, and teen boy with and without an erection. The system, as well as the educational model, were reviewed by 30 experts of special education in Cuenca, Ecuador, obtaining encouraging results.",

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Miranda-Íñiguez, G, Lema-Condo, E , Robles-Bykbaev, Y & Robles-Bykbaev, V 2020, An educational tool to teach blind children sexual-health and hygiene through random forest regressors and additive manufacturing. in Proceedings - 2020 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2020., 9359405, Proceedings - 2020 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2020, Institute of Electrical and Electronics Engineers Inc., pp. 35-40, 2020 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2020, Cuernavaca, Morelos, Mexico, 16/11/20. https://doi.org/10.1109/ICMEAE51770.2020.00014

An educational tool to teach blind children sexual-health and hygiene through random forest regressors and additive manufacturing. / Miranda-Íñiguez, Grace; Lema-Condo, Efrén ; Robles-Bykbaev, Yaroslava et al.
Proceedings - 2020 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2020. Institute of Electrical and Electronics Engineers Inc., 2020. p. 35-40 9359405 (Proceedings - 2020 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Miranda-Íñiguez G, Lema-Condo E , Robles-Bykbaev Y , Robles-Bykbaev V. An educational tool to teach blind children sexual-health and hygiene through random forest regressors and additive manufacturing. In Proceedings - 2020 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2020. Institute of Electrical and Electronics Engineers Inc. 2020. p. 35-40. 9359405. (Proceedings - 2020 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2020). doi: 10.1109/ICMEAE51770.2020.00014

An educational tool to teach blind children sexual-health and hygiene through random forest regressors and additive manufacturing

Abstract

Publication series

Conference

Bibliographical note

Keywords

UN SDGs

Access to Document

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