A methodological model based on expert systems to support the educational inclusion of children with special educational needs

F. Bermeo-Zambrano; K. Gonzilez-Arias; J. Galvez-Quezada; V. Robles-Bykbaev; A. Leon-Pesantez

doi:10.1109/EDUNINE48860.2020.9149469

A methodological model based on expert systems to support the educational inclusion of children with special educational needs

F. Bermeo-Zambrano, K. Gonzilez-Arias, J. Galvez-Quezada, V. Robles-Bykbaev, A. Leon-Pesantez

Grupo de Investigación de Inteligencia Artificial y Tecnologías de Asistencia (GI-IATa)

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

Resumen

According to the United Nations, Educational, Scientific and Cultural Organization (UNESCO), by 2030 will need an extra 3.3 million teachers in classrooms to achieve universal primary education. This situation becomes more complicated in the case of educational inclusion of children with or without disabilities and special needs. Currently, the schools (especially those from the developing countries), urgently require trained teachers to attend children with special educational needs. For these reasons, in this paper, we present a methodological model that uses experts systems and collaborative virtual environments to support the educational inclusion of these children in regular schools. We have validated the expert system and the virtual environment with 30 professionals on special education from different areas, reaching 80% of acceptance.

Idioma original	Inglés
Título de la publicación alojada	EDUNINE 2020 - 4th IEEE World Engineering Education Conference
Subtítulo de la publicación alojada	The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings
Editores	Claudio da Rocha da Rocha Brito, Melary M. Ciampi
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9781728166384
DOI	https://doi.org/10.1109/EDUNINE48860.2020.9149469
Estado	Publicada - mar. 2020
Evento	4th IEEE World Engineering Education Conference, EDUNINE 2020 - Bogota, Colombia Duración: 15 mar. 2020 → 18 mar. 2020

Serie de la publicación

Nombre	EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings

Conferencia

Conferencia	4th IEEE World Engineering Education Conference, EDUNINE 2020
País/Territorio	Colombia
Ciudad	Bogota
Período	15/03/20 → 18/03/20

Nota bibliográfica

Funding Information:
This work was funded by the Cátedra UNESCO Tecnologías de Apoyo para la Inclusión Educativa and the research project “Sistemas Inteligentes de Soporte a la Educación Especial (SINSAE v5)” of the Universidad Politécnica Salesiana.

Publisher Copyright:
© 2020 IEEE.

Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.

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10.1109/EDUNINE48860.2020.9149469

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Bermeo-Zambrano, F., Gonzilez-Arias, K., Galvez-Quezada, J., Robles-Bykbaev, V., & Leon-Pesantez, A. (2020). A methodological model based on expert systems to support the educational inclusion of children with special educational needs. En C. D. R. da Rocha Brito, & M. M. Ciampi (Eds.), EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings Artículo 9149469 (EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/EDUNINE48860.2020.9149469

Bermeo-Zambrano, F. ; Gonzilez-Arias, K. ; Galvez-Quezada, J. et al. / A methodological model based on expert systems to support the educational inclusion of children with special educational needs. EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings. editor / Claudio da Rocha da Rocha Brito ; Melary M. Ciampi. Institute of Electrical and Electronics Engineers Inc., 2020. (EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings).

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title = "A methodological model based on expert systems to support the educational inclusion of children with special educational needs",

abstract = "According to the United Nations, Educational, Scientific and Cultural Organization (UNESCO), by 2030 will need an extra 3.3 million teachers in classrooms to achieve universal primary education. This situation becomes more complicated in the case of educational inclusion of children with or without disabilities and special needs. Currently, the schools (especially those from the developing countries), urgently require trained teachers to attend children with special educational needs. For these reasons, in this paper, we present a methodological model that uses experts systems and collaborative virtual environments to support the educational inclusion of these children in regular schools. We have validated the expert system and the virtual environment with 30 professionals on special education from different areas, reaching 80% of acceptance.",

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Bermeo-Zambrano, F, Gonzilez-Arias, K, Galvez-Quezada, J, Robles-Bykbaev, V & Leon-Pesantez, A 2020, A methodological model based on expert systems to support the educational inclusion of children with special educational needs. En CDR da Rocha Brito & MM Ciampi (eds.), EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings., 9149469, EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings, Institute of Electrical and Electronics Engineers Inc., 4th IEEE World Engineering Education Conference, EDUNINE 2020, Bogota, Colombia, 15/03/20. https://doi.org/10.1109/EDUNINE48860.2020.9149469

A methodological model based on expert systems to support the educational inclusion of children with special educational needs. / Bermeo-Zambrano, F.; Gonzilez-Arias, K.; Galvez-Quezada, J. et al.
EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings. ed. / Claudio da Rocha da Rocha Brito; Melary M. Ciampi. Institute of Electrical and Electronics Engineers Inc., 2020. 9149469 (EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

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Bermeo-Zambrano F, Gonzilez-Arias K, Galvez-Quezada J, Robles-Bykbaev V, Leon-Pesantez A. A methodological model based on expert systems to support the educational inclusion of children with special educational needs. En da Rocha Brito CDR, Ciampi MM, editores, EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2020. 9149469. (EDUNINE 2020 - 4th IEEE World Engineering Education Conference: The Challenges of Education in Engineering, Computing and Technology without Exclusions: Innovation in the Era of the Industrial Revolution 4.0, Proceedings). doi: 10.1109/EDUNINE48860.2020.9149469

A methodological model based on expert systems to support the educational inclusion of children with special educational needs

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