Design of a recommender system for intelligent classrooms based on multiagent systems

Dulce Rivero-Albarrán; Francklin Rivas-Echeverria; Laura Guerra; Brian Arellano; Stalin Arciniegas

doi:10.1007/978-3-319-73450-7_92

Design of a recommender system for intelligent classrooms based on multiagent systems

Dulce Rivero-Albarrán, Francklin Rivas-Echeverria, Laura Guerra, Brian Arellano, Stalin Arciniegas

PUCE Ibarra

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

2 Citas (Scopus)

Resumen

In this work it’s presented the description of a Recommender Systems to be used in a learning environment. For this, it’s defined the diverse recommendation methods that can be used: Content-based Recommendations, Collaboration recommendations and Hybrid Systems. It is proposed a Teaching agent design for obtaining the most appropriate learning objects based on Multiagent Systems framework composed of a Planning Agent, a Recommendation System and a Learning Object Management System; all of them collaborating on an intelligent platform. This design can be used in intelligent classrooms because it can adapt the environment and the teaching contents according to the needs of each student.

Idioma original	Inglés
Título de la publicación alojada	Proceedings of the International Conference on Information Technology and Systems, ICITS 2018
Editores	Alvaro Rocha, Teresa Guarda
Editorial	Springer Verlag
Páginas	973-982
Número de páginas	10
ISBN (versión impresa)	9783319734491
DOI	https://doi.org/10.1007/978-3-319-73450-7_92
Estado	Publicada - 2018
Evento	International Conference on Information Technology and Systems, ICITS18 - Libertad city, Ecuador Duración: 11 ene. 2017 → 13 ene. 2017

Serie de la publicación

Nombre	Advances in Intelligent Systems and Computing
Volumen	721
ISSN (versión impresa)	2194-5357

Conferencia

Conferencia	International Conference on Information Technology and Systems, ICITS18
País/Territorio	Ecuador
Ciudad	Libertad city
Período	11/01/17 → 13/01/17

Nota bibliográfica

Publisher Copyright:
© Springer International Publishing AG 2018.

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10.1007/978-3-319-73450-7_92

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Rivero-Albarrán, D., Rivas-Echeverria, F., Guerra, L., Arellano, B., & Arciniegas, S. (2018). Design of a recommender system for intelligent classrooms based on multiagent systems. En A. Rocha, & T. Guarda (Eds.), Proceedings of the International Conference on Information Technology and Systems, ICITS 2018 (pp. 973-982). (Advances in Intelligent Systems and Computing; Vol. 721). Springer Verlag. https://doi.org/10.1007/978-3-319-73450-7_92

Rivero-Albarrán, Dulce ; Rivas-Echeverria, Francklin ; Guerra, Laura et al. / Design of a recommender system for intelligent classrooms based on multiagent systems. Proceedings of the International Conference on Information Technology and Systems, ICITS 2018. editor / Alvaro Rocha ; Teresa Guarda. Springer Verlag, 2018. pp. 973-982 (Advances in Intelligent Systems and Computing).

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abstract = "In this work it{\textquoteright}s presented the description of a Recommender Systems to be used in a learning environment. For this, it{\textquoteright}s defined the diverse recommendation methods that can be used: Content-based Recommendations, Collaboration recommendations and Hybrid Systems. It is proposed a Teaching agent design for obtaining the most appropriate learning objects based on Multiagent Systems framework composed of a Planning Agent, a Recommendation System and a Learning Object Management System; all of them collaborating on an intelligent platform. This design can be used in intelligent classrooms because it can adapt the environment and the teaching contents according to the needs of each student.",

keywords = "Intelligent classrooms, Learning environments, Learning objects, Multiagent systems, Recommender system",

author = "Dulce Rivero-Albarr{\'a}n and Francklin Rivas-Echeverria and Laura Guerra and Brian Arellano and Stalin Arciniegas",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing AG 2018.; International Conference on Information Technology and Systems, ICITS18 ; Conference date: 11-01-2017 Through 13-01-2017",

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doi = "10.1007/978-3-319-73450-7_92",

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Rivero-Albarrán, D, Rivas-Echeverria, F, Guerra, L, Arellano, B & Arciniegas, S 2018, Design of a recommender system for intelligent classrooms based on multiagent systems. En A Rocha & T Guarda (eds.), Proceedings of the International Conference on Information Technology and Systems, ICITS 2018. Advances in Intelligent Systems and Computing, vol. 721, Springer Verlag, pp. 973-982, International Conference on Information Technology and Systems, ICITS18, Libertad city, Ecuador, 11/01/17. https://doi.org/10.1007/978-3-319-73450-7_92

Design of a recommender system for intelligent classrooms based on multiagent systems. / Rivero-Albarrán, Dulce; Rivas-Echeverria, Francklin; Guerra, Laura et al.
Proceedings of the International Conference on Information Technology and Systems, ICITS 2018. ed. / Alvaro Rocha; Teresa Guarda. Springer Verlag, 2018. p. 973-982 (Advances in Intelligent Systems and Computing; Vol. 721).

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

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AU - Rivero-Albarrán, Dulce

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AB - In this work it’s presented the description of a Recommender Systems to be used in a learning environment. For this, it’s defined the diverse recommendation methods that can be used: Content-based Recommendations, Collaboration recommendations and Hybrid Systems. It is proposed a Teaching agent design for obtaining the most appropriate learning objects based on Multiagent Systems framework composed of a Planning Agent, a Recommendation System and a Learning Object Management System; all of them collaborating on an intelligent platform. This design can be used in intelligent classrooms because it can adapt the environment and the teaching contents according to the needs of each student.

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KW - Learning environments

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Rivero-Albarrán D, Rivas-Echeverria F, Guerra L, Arellano B, Arciniegas S. Design of a recommender system for intelligent classrooms based on multiagent systems. En Rocha A, Guarda T, editores, Proceedings of the International Conference on Information Technology and Systems, ICITS 2018. Springer Verlag. 2018. p. 973-982. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-319-73450-7_92

Design of a recommender system for intelligent classrooms based on multiagent systems

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